{"id":"W4206081442","doi":"10.36834/cmej.74143","title":"A commentary on “Medical student wellness in Canada: time for a national curriculum framework”","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Medical education; Computer science; Psychology; Data science; Medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01146033,0.001190876,0.002372937,0.0016091,0.01634406,0.006797436,0.008011335,0.05860319,0.007341489],"category_scores_gemma":[0.05119289,0.001168058,0.002732257,0.003106063,0.01412591,0.006056549,0.003637552,0.07544558,0.003159876],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05182217,"about_ca_system_score_gemma":0.1806478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8147646,"about_ca_topic_score_gemma":0.8873764,"domain_scores_codex":[0.9804254,0.002780103,0.00126744,0.001717353,0.009849584,0.003960173],"domain_scores_gemma":[0.9502116,0.01723935,0.001855351,0.0005736143,0.02093272,0.009187334],"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":[0.00001247159,0.000003238464,0.00005331415,0.00005133214,0.000004189057,0.00004941335,0.0002152297,0.00001182198,0.00002237536,0.001266173,0.9970214,0.001289002],"study_design_scores_gemma":[0.00006562488,0.00002181891,0.001655848,0.001008205,0.0000380318,0.000142746,0.001564702,0.00009569002,0.0001228508,0.002509141,0.992677,0.00009830917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000112505,0.002901877,0.0000375097,0.9736276,0.02139757,0.00001027191,0.00008813456,0.00001193682,0.001812491],"genre_scores_gemma":[0.001508419,0.001186871,0.00007460285,0.9870954,0.00694287,0.00002370954,0.00003632837,0.00001945508,0.003112377],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9481778,"threshold_uncertainty_score":0.3759979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007670156443358929,"score_gpt":0.3337448006596379,"score_spread":0.3260746442162789,"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."}}