{"id":"W1980861053","doi":"10.1503/cmaj.100466","title":"Learning medicine through riddles","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01533755,0.001136757,0.001236317,0.001896153,0.007005162,0.01287814,0.001907861,0.004959795,0.04834739],"category_scores_gemma":[0.05418639,0.0004941457,0.0008417784,0.0007180623,0.01838947,0.02067782,0.01744278,0.01591158,0.01695277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00410318,"about_ca_system_score_gemma":0.008497765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234787,"about_ca_topic_score_gemma":0.003237774,"domain_scores_codex":[0.988185,0.005878756,0.0004044169,0.001021034,0.003603494,0.0009072302],"domain_scores_gemma":[0.9751403,0.008952972,0.001467964,0.002009744,0.003849917,0.008579139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009791576,0.0002401098,0.001854025,0.0004904307,0.0000549549,0.0003928643,0.02072994,0.000515801,0.0004389787,0.169719,0.6254943,0.1799717],"study_design_scores_gemma":[0.00003697916,0.0001036254,0.0004027338,0.0009084531,0.00001412826,0.0003747028,0.009259976,0.0002183859,0.0001459327,0.1616862,0.8268155,0.00003339426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009527554,0.0215478,0.02339449,0.6833336,0.02408564,0.0001620839,0.0001980209,0.0007479207,0.2370028],"genre_scores_gemma":[0.2814412,0.04127788,0.03398647,0.4147231,0.01790613,0.0007410129,0.0004069381,0.000868077,0.2086491],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04834739,"threshold_uncertainty_score":0.1617381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046227550779213,"score_gpt":0.4635463198437172,"score_spread":0.393084044335925,"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."}}