{"id":"W4294351565","doi":"10.36834/cmej.73855","title":"On embedding assessments of self-regulated learning into licensure activities in the health professions: a call to action","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; University of Toronto","funders":"","keywords":"Curriculum; Licensure; Medical education; Health care; Core competency; Psychology; Lifelong learning; Action (physics); Medicine; Pedagogy; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2829258,0.001231429,0.001807218,0.003529253,0.004594001,0.01593477,0.005976935,0.006421065,0.003456696],"category_scores_gemma":[0.3359743,0.0007652098,0.001610245,0.003244959,0.01597311,0.02324407,0.01239432,0.0116657,0.0009796078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01308709,"about_ca_system_score_gemma":0.06275198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02814804,"about_ca_topic_score_gemma":0.07521258,"domain_scores_codex":[0.7961001,0.1543433,0.01066595,0.004809014,0.03109391,0.002987762],"domain_scores_gemma":[0.519633,0.3738193,0.01614818,0.01913961,0.06286392,0.008396049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003967093,0.001153821,0.04038676,0.004836792,0.0001518252,0.0001836141,0.05415134,0.001611439,0.002275941,0.05722968,0.02267064,0.8149514],"study_design_scores_gemma":[0.0004982948,0.005447641,0.1742683,0.06095227,0.0004953581,0.0009393695,0.1435905,0.00992335,0.008069075,0.2631279,0.3313159,0.001372013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1087454,0.0277366,0.1610925,0.5972598,0.007358283,0.00789525,0.0005217065,0.001387153,0.08800338],"genre_scores_gemma":[0.5175507,0.01212021,0.4155629,0.04083835,0.001073848,0.008290125,0.0002609302,0.000241742,0.004061221],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2829258,"threshold_uncertainty_score":0.8842802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231087546956481,"score_gpt":0.4206476939593342,"score_spread":0.3983368184897694,"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."}}