{"id":"W3083220978","doi":"10.1016/j.aime.2020.04.022","title":"Sleep medicine education in US and Canadian orofacial pain residency programs","year":2020,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Orofacial pain; Sleep medicine; Medicine; Oral medicine; Family medicine; Medical school; Dentistry; Medical education; Sleep disorder; Psychiatry; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883526,0.0002026708,0.0002977645,0.001355186,0.004975393,0.001790529,0.001367291,0.0009377599,0.01635093],"category_scores_gemma":[0.008561948,0.0003327955,0.0004665547,0.001919735,0.0008445655,0.0007615591,0.002474693,0.001125753,0.0004213983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02312522,"about_ca_system_score_gemma":0.09959509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8374938,"about_ca_topic_score_gemma":0.9661985,"domain_scores_codex":[0.9963342,0.0003552162,0.0001038839,0.0001809242,0.0008692915,0.002156435],"domain_scores_gemma":[0.9891964,0.0005971087,0.0007726136,0.00006139055,0.002190307,0.00718224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003990987,0.0009585862,0.845235,0.0003509352,0.00007484938,0.0003655479,0.01178452,0.0002394854,0.0006911819,0.0016533,0.03415366,0.1040939],"study_design_scores_gemma":[0.00004842836,0.0001797339,0.9549102,0.0004844723,0.00003143882,0.0001532358,0.02673691,0.0002419022,0.0001492747,0.0001367316,0.01690581,0.00002185468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466892,0.002958688,0.0000881017,0.01664715,0.0005555067,0.0001700198,0.000939325,0.00002269199,0.03192928],"genre_scores_gemma":[0.9877939,0.001615447,0.0002516768,0.003145936,0.0001035019,0.00006050643,0.0003942863,0.00001243547,0.00662237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8374938,"threshold_uncertainty_score":0.3269264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136312388836628,"score_gpt":0.287140109542224,"score_spread":0.2757769856538577,"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."}}