{"id":"W4408963169","doi":"10.1007/978-3-031-84047-0_6","title":"Artificial Intelligence Applications in Orthodontics","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Orthodontics; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000242285,0.000656808,0.000393344,0.0008913517,0.0004442394,0.00186863,0.0006106948,0.00100175,0.02876244],"category_scores_gemma":[0.0007197552,0.0002861878,0.0003547783,0.001344596,0.0006396839,0.00141373,0.0006770091,0.001252673,0.01098017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004760805,"about_ca_system_score_gemma":0.0003591799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009891009,"about_ca_topic_score_gemma":0.00246756,"domain_scores_codex":[0.9998106,0.0000395586,0.00001038146,0.00002078598,0.0001087773,0.000009818136],"domain_scores_gemma":[0.9997806,0.0001473479,0.000007719381,0.00001596294,0.00003964942,0.000008652604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001306304,0.00004736971,0.0001071019,0.0006845961,0.00001440172,0.0001573379,0.0002542182,0.005751127,0.001665849,0.1895454,0.176373,0.6253865],"study_design_scores_gemma":[0.000002524409,0.00001721562,0.0003112878,0.0003481838,0.000008413446,0.0003434854,0.0000908012,0.006402368,0.0006431801,0.1136734,0.8781456,0.00001349717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001808001,0.0809179,0.1189979,0.003655442,0.003391827,0.00006515603,0.0002171045,0.0005832611,0.7903635],"genre_scores_gemma":[0.01981814,0.06196732,0.07650281,0.00148319,0.001870595,0.00008117709,0.0004116663,0.000225065,0.83764],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02876244,"threshold_uncertainty_score":0.0962199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486087495035042,"score_gpt":0.3030476741859991,"score_spread":0.2681867992356487,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}