{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001079503,0.0001098033,0.000257327,0.0001406387,0.00003561825,0.00001439559,0.0001100113,0.0002380433,0.003408584],"category_scores_gemma":[0.01272182,0.00009540046,0.0000665611,0.0007509705,0.00009076086,0.00003275355,0.00004425006,0.0005628691,0.0001163441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873127,"about_ca_system_score_gemma":0.0006088444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002933617,"about_ca_topic_score_gemma":0.00003036875,"domain_scores_codex":[0.9982445,0.00005499156,0.0003672188,0.0003151754,0.0006655001,0.000352585],"domain_scores_gemma":[0.9992192,0.00003599689,0.00003162992,0.0002673672,0.0001876154,0.0002581456],"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":[0.0001281571,0.002285362,0.05580966,0.0001772639,0.00005577187,0.0001261736,0.002236919,0.000001088228,0.0001430376,0.001767906,0.1962954,0.7409733],"study_design_scores_gemma":[0.003659708,0.0004318141,0.01487685,0.0004117554,0.00005423809,0.0001234253,0.002491151,0.009012237,0.0002488613,0.0005173938,0.9679266,0.0002459124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938482,0.00008476945,0.001863988,0.09198083,0.0005556319,0.001045444,5.962911e-7,0.0001284375,0.0104921],"genre_scores_gemma":[0.9296533,0.00001206244,0.02655567,0.01372756,0.001410297,0.001405507,0.0002394867,0.00006063291,0.02693545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7716312,"threshold_uncertainty_score":0.9975024,"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."}}