{"id":"W3160888891","doi":"10.1080/0142159x.2021.1925233","title":"Twelve tips for learners to succeed in a CBME program","year":2021,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta; Royal College of Physicians and Surgeons of Canada; Queen's University","funders":"","keywords":"Curriculum; Medical education; Psychology; Medicine; Pedagogy","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":[0.006066345,0.0008185304,0.0006232368,0.0007465062,0.003027682,0.002710148,0.001621849,0.002887765,0.01416884],"category_scores_gemma":[0.0235425,0.0004665774,0.0006034105,0.0003643279,0.0007864854,0.002958972,0.005880056,0.004950524,0.005101863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187571,"about_ca_system_score_gemma":0.005849858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005733289,"about_ca_topic_score_gemma":0.003019458,"domain_scores_codex":[0.9962315,0.00111104,0.0002534959,0.000145804,0.001180325,0.001077794],"domain_scores_gemma":[0.9843493,0.001998048,0.0008954531,0.0003171959,0.001981397,0.01045868],"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":[0.0003642484,0.005252804,0.01741239,0.0007913854,0.00002339716,0.0009768653,0.01160432,0.0004505331,0.002356983,0.001351627,0.1686618,0.7907537],"study_design_scores_gemma":[0.0005973492,0.01045684,0.1618938,0.005430576,0.00017159,0.005939721,0.09388962,0.002521157,0.01097442,0.01965618,0.6879075,0.0005612409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6018652,0.006268941,0.0255391,0.2573307,0.005937435,0.002941487,0.0005824624,0.005635205,0.09389948],"genre_scores_gemma":[0.6639712,0.00947122,0.221842,0.02174214,0.001531167,0.004999729,0.001097322,0.0005915167,0.07475372],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01416884,"threshold_uncertainty_score":0.04739946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240061867980731,"score_gpt":0.410691624283475,"score_spread":0.3782910056036677,"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."}}