{"id":"W4376132854","doi":"10.9778/cmajo.20210203","title":"Academic half days, noon conferences and classroom-based education in postgraduate medical education: a scoping review","year":2023,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inclusion (mineral); Reification (Marxism); Medical education; Stakeholder; Citation; Psychology; MEDLINE; Medicine; Computer science; Library science; Chemistry; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002924138,0.0004516784,0.002160154,0.0007039977,0.0001132115,0.0000998043,0.0008562666,0.00074003,0.0007246834],"category_scores_gemma":[0.008856405,0.0003762136,0.0001279593,0.001988014,0.0002227556,0.0002157245,0.0002934372,0.001774449,0.0003136158],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004306922,"about_ca_system_score_gemma":0.0726577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006095789,"about_ca_topic_score_gemma":0.0001971942,"domain_scores_codex":[0.9957677,0.0003939759,0.001846646,0.000809302,0.0008120703,0.0003702703],"domain_scores_gemma":[0.9975121,0.0003188261,0.0007443927,0.0007172009,0.0004224457,0.0002850357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004026204,0.0001625239,0.0001277052,0.1483168,0.00002336169,0.000003691971,0.00003289982,7.343421e-9,2.78108e-8,0.0009915776,0.03195397,0.8183834],"study_design_scores_gemma":[0.0002276447,0.00003454473,0.00007579551,0.5529486,0.0003469174,0.00007564228,0.00006169177,0.00001086944,1.441718e-7,0.000130644,0.445874,0.0002134626],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002421385,0.9678886,0.00001681135,0.01931076,0.00148045,0.007898075,0.000005830737,0.00006098549,0.00331429],"genre_scores_gemma":[0.000007372339,0.9807968,0.001030044,0.01021923,0.0006407248,0.002989843,0.002342583,0.00007841158,0.001895062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.81817,"threshold_uncertainty_score":0.999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1672465635578202,"score_gpt":0.5229448664693928,"score_spread":0.3556983029115726,"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."}}