{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/orthodontists/", "methodology": "https://cookedindex.com/methodology", "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.", "scored_at": "2026-08-11", "model": "claude-opus-5", "occupation": { "title": "Orthodontists", "soc_code": "29-1023", "category": "Healthcare", "us_employment": 6210, "median_annual_wage": 289140 }, "verdict": "SAFE", "risk_resistance": 83, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 14, "embodiment": 18, "liability_shield": 20, "trust_premium": 16, "judgment_accountability": 15 }, "reasoning": { "task_resistance": "Bracket placement on a wet, mobile tooth surface, wire bending chairside, and mid-course corrections when a molar isn't tracking still require a human in the chair, which holds this at 14 rather than 18 — the diagnostic and planning tier that used to be hours of tracing and setup design is now genuinely machine-generated, and Class I crowding cases route to aligner platforms with minimal clinician touch.", "embodiment": "Every appointment is intraoral work under retraction — etching enamel, seating archwires, placing TADs, taking impressions or intraoral scans on a gagging patient — and the mouth is an uncontrolled environment with saliva, tongue interference, and a patient who may be an eight-year-old; the 18 rather than 20 reflects that consults, records review, and treatment planning genuinely happen at a screen.", "liability_shield": "State dental boards license orthodontists individually, board specialty certification gates the title in most marketing statutes, and when root resorption, devitalized incisors, or a failed Class II correction ends in a malpractice claim, the named defendant is the treating orthodontist — no employer or algorithm absorbs that, which is why this sits at the ceiling.", "trust_premium": "A two-year course of 20-plus appointments with an adolescent and a paying parent makes continuity the product — patients who switch practices mid-treatment describe it as a real loss, and referring general dentists send cases to a specific person, not a clinic — held at 16 rather than 19 because the DTC aligner market proved a meaningful slice of patients will trade the relationship for price.", "judgment_accountability": "Extract versus expand, surgical versus camouflage in a borderline skeletal Class III, when to stop and accept a compromised result rather than push and risk resorption — these are contested calls with no protocol that settles them, and a 15 rather than 18 reflects that most cases fall into recognized malocclusion patterns with well-documented mechanics." }, "rationale": "The core of the job is intraoral hands-on work — bonding brackets, wire adjustments, extraction and expansion decisions, IPR, managing root resorption and TMJ complications — performed on a moving patient over a two-year course of care. AI has already taken real ground on the planning layer: cephalometric tracing, tooth-movement simulation, and aligner staging (ClinCheck-style algorithms) are largely automated, and direct-to-consumer aligner platforms compress the low-complexity case tier. What remains is a licensed clinician who diagnoses skeletal versus dental discrepancies, owns the outcome when a case goes sideways, and physically executes the mechanics.", "outlook": "Employment stays small and stable; AI takes the planning and monitoring work while the complex-case and chairside tiers consolidate into fewer, busier practices competing against DTC aligners for simple cases.", "what_would_raise_it": { "levers": [ { "dimension": "task_resistance", "change": "Two-tier shift already visible: DTC and mail-order aligners absorb mild Class I crowding, leaving surgical-orthodontic cases, impacted canines, cleft and craniofacial patients, skeletal Class III, and TAD/skeletal anchorage mechanics. If insurer and Medicaid coverage tightens to only medically-necessary complex malocclusion (as several state Medicaid dental carve-outs already do), the residual caseload is almost entirely judgment-tier.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "If malpractice insurers (e.g. carriers writing AAO-endorsed policies) begin requiring a documented, signed clinician deviation rationale whenever the orthodontist overrides algorithmic aligner staging — the way radiology carriers now handle AI flags — the override decision becomes an explicitly owned, auditable call.", "plausibility": "plausible", "would_add": 2 }, { "dimension": "trust_premium", "change": "Largely fee-for-service and already brand-driven, but a formal AAO consumer certification mark distinguishing 'treated by an orthodontic specialist' from general-dentist and remote aligner care — analogous to the AAO's existing public campaigns against DTC — would let practices price the human explicitly.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "Already 83/100 with liability_shield maxed and embodiment near-max; realistic headroom is a few points from case-mix hardening, not structural change. The live risk is not displacement but scope substitution — general dentists running algorithmic aligner protocols — which erodes the caseload without touching any dimension score." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 5080, "wage": 239200 }, { "y": 2018, "emp": 5350, "wage": 239200 }, { "y": 2019, "emp": 5990, "wage": 239200 }, { "y": 2020, "emp": 5040, "wage": 239200 }, { "y": 2021, "emp": 5140, "wage": 239200 }, { "y": 2022, "emp": 6310, "wage": 174360 }, { "y": 2023, "emp": 6400, "wage": 239200 }, { "y": 2024, "emp": 5150, "wage": 239200 }, { "y": 2025, "emp": 6210, "wage": 289140 } ], "from": 2017, "to": 2025, "change_pct": 22.2, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [], "license": "https://cookedindex.com/terms" }