{"id":"W3011573323","doi":"10.36834/cmej.69259","title":"CBME framework to promote transition to senior","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Competence (human resources); Perception; Medical education; Process (computing); Protocol (science); Psychology; Medicine; Nursing; Computer science; Alternative medicine; Social psychology; Pathology","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":[0.0201302,0.000648152,0.0003784185,0.003041254,0.008587101,0.005587015,0.003509719,0.002821213,0.01389258],"category_scores_gemma":[0.02360331,0.0004073232,0.0007112995,0.001321658,0.00422097,0.003089889,0.01316152,0.004239121,0.002673793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03051176,"about_ca_system_score_gemma":0.1432025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1559601,"about_ca_topic_score_gemma":0.5225277,"domain_scores_codex":[0.9865585,0.005419741,0.0004614728,0.0007540688,0.004361875,0.002444347],"domain_scores_gemma":[0.9699434,0.00387339,0.0008675845,0.001115293,0.008475626,0.01572471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001961192,0.0022163,0.01570993,0.001424695,0.00003732738,0.0009015488,0.04502286,0.001577257,0.003082851,0.1483274,0.2333,0.5482036],"study_design_scores_gemma":[0.0001043154,0.0003115045,0.02095844,0.00350347,0.00003533174,0.00050979,0.02637397,0.001571244,0.001630304,0.02837017,0.9164953,0.0001361413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09992722,0.004701867,0.1700816,0.257292,0.003354879,0.005956938,0.00152665,0.00310784,0.4540511],"genre_scores_gemma":[0.4640979,0.002625864,0.4105147,0.02740131,0.0003847111,0.00621384,0.001129214,0.0004455761,0.08718684],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1559601,"threshold_uncertainty_score":0.3101047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108654224819288,"score_gpt":0.3030834516590926,"score_spread":0.2922180291771638,"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."}}