{"id":"W4415784833","doi":"10.1002/9781118410868.wbehibs0965","title":"Medical Education and Student Wellness","year":2025,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychological intervention; Distress; Psychological distress; State (computer science); Continuing medical education","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":[0.001149168,0.00009063354,0.0001479171,0.0008695687,0.001160335,0.003469055,0.0003207597,0.0004908679,0.02261997],"category_scores_gemma":[0.0105309,0.00005739876,0.0001513918,0.001010161,0.001273174,0.0009886967,0.002745287,0.001055907,0.000811669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442325,"about_ca_system_score_gemma":0.00162768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004886053,"about_ca_topic_score_gemma":0.008284908,"domain_scores_codex":[0.9988555,0.0006351814,0.00005732044,0.00005769513,0.0002025978,0.0001918017],"domain_scores_gemma":[0.991931,0.002791099,0.002228075,0.0001611274,0.0006940619,0.002194663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064702,0.0008928005,0.7349783,0.0004378147,0.0000412987,0.000300528,0.0145374,0.0002332724,0.0001929602,0.02634273,0.01553292,0.2064036],"study_design_scores_gemma":[0.00000577352,0.0001691991,0.9220269,0.0007506572,0.00002305887,0.0002621542,0.03123586,0.0002678979,0.0001774624,0.005503812,0.03955313,0.00002404273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8131841,0.01064129,0.0004037317,0.03517854,0.000323403,0.00003324955,0.0004231613,0.00003160819,0.1397809],"genre_scores_gemma":[0.9933727,0.002113513,0.00009642229,0.0004297363,0.00006845297,0.000008085227,0.00005481562,0.00000321388,0.003853129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02261997,"threshold_uncertainty_score":0.07567132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007401173584976192,"score_gpt":0.2987368509136966,"score_spread":0.2913356773287204,"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."}}