{"id":"W4406358983","doi":"10.15331/jdsm.7364","title":"Oral Appliances and Malocclusions","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Orthodontics; Dentistry; 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":[0.0007052795,0.0002853375,0.0003399233,0.001519727,0.0005814944,0.001214371,0.0004453369,0.0009174515,0.007013795],"category_scores_gemma":[0.003814784,0.0003053018,0.0008308748,0.002240847,0.0004420098,0.0006156761,0.0006133842,0.001264311,0.000487696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306973,"about_ca_system_score_gemma":0.0004157569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004609406,"about_ca_topic_score_gemma":0.01000315,"domain_scores_codex":[0.9994556,0.0001606377,0.00006893156,0.00004886833,0.0001563514,0.0001095462],"domain_scores_gemma":[0.9972802,0.0007138422,0.001289729,0.00008763393,0.0001947276,0.0004337587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199539,0.0001162154,0.9895332,0.00003606741,0.0000864404,0.0002582357,0.0001911547,0.00002638247,0.0001163993,0.0001973996,0.000234404,0.008984173],"study_design_scores_gemma":[0.000005840499,0.00006631405,0.9984669,0.00002007405,0.0000417632,0.0003805844,0.0004055162,0.00005267509,0.000011738,0.0001008064,0.0004448763,0.000002746989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810358,0.01130152,0.00006692405,0.0009862485,0.00008989997,0.00001067752,0.0003043488,0.000004831106,0.006199668],"genre_scores_gemma":[0.9944161,0.003632565,0.0001064411,0.0001154359,0.0001785489,0.000006475501,0.0002462245,0.000003648766,0.001294654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007013795,"threshold_uncertainty_score":0.02346349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593877944885817,"score_gpt":0.3466652437221965,"score_spread":0.3307264642733383,"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."}}