{"id":"W3027948395","doi":"10.36834/cmej.69228","title":"Five ways to get a grip on evaluating and improving educational continuity in health professions education programs","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health professions; Medical education; Computer science; Medicine; Health care; Political science","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":[0.2753485,0.005502206,0.003915067,0.01385739,0.01475519,0.02686395,0.009263548,0.01757722,0.01008797],"category_scores_gemma":[0.3266792,0.003476055,0.005832015,0.009028838,0.0157676,0.03494984,0.02291685,0.03562472,0.002819899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01521679,"about_ca_system_score_gemma":0.08131677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193347,"about_ca_topic_score_gemma":0.03872726,"domain_scores_codex":[0.7282369,0.1871183,0.03907933,0.004238222,0.0337233,0.007603998],"domain_scores_gemma":[0.5681291,0.2313526,0.03450261,0.02388857,0.09540197,0.04672514],"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":[0.001172231,0.003034011,0.01859388,0.01483075,0.001267811,0.0005416436,0.02052357,0.001369082,0.000712598,0.02930398,0.1235555,0.785095],"study_design_scores_gemma":[0.005138162,0.01008179,0.07671063,0.1616038,0.004388854,0.001984702,0.1760163,0.009203338,0.008735474,0.2296644,0.3122397,0.004232869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01935798,0.03747484,0.07324636,0.8309892,0.01352845,0.005248535,0.0005111635,0.002641887,0.0170015],"genre_scores_gemma":[0.09461557,0.02327851,0.7819009,0.08637325,0.001542177,0.007101893,0.0005371643,0.0004101848,0.004240314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2753485,"threshold_uncertainty_score":0.8936244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07155725275396341,"score_gpt":0.4679657608409878,"score_spread":0.3964085080870244,"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."}}