{"id":"W2143593663","doi":"10.7196/ajhpe.129","title":"Patient-centred continuing professional development for Canadian physicians","year":2012,"lang":"en","type":"article","venue":"African Journal of Health Professions Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Continuing professional development; Professional development; Nursing; Medicine; Medical education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002461921,0.0001519818,0.0001316992,0.0009818545,0.002646313,0.001276231,0.001123661,0.0006410549,0.01744645],"category_scores_gemma":[0.009962318,0.0001400951,0.0001561609,0.001358164,0.0006854884,0.000399965,0.001241125,0.0007887757,0.0008664858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02523345,"about_ca_system_score_gemma":0.1339598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8585764,"about_ca_topic_score_gemma":0.9237075,"domain_scores_codex":[0.9980939,0.00032908,0.00006640695,0.0001173073,0.0008842932,0.0005090819],"domain_scores_gemma":[0.9863149,0.0007344622,0.000652198,0.0002644587,0.003916102,0.008117951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001635811,0.000544239,0.101137,0.0006897089,0.00001853209,0.0005761283,0.004962171,0.0003316267,0.0008890504,0.004271508,0.2501489,0.6362675],"study_design_scores_gemma":[0.0001372119,0.0002774382,0.4501102,0.0007436536,0.00001536066,0.0008511444,0.003891555,0.0006916499,0.0004271779,0.000990057,0.5418176,0.00004694614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5156837,0.02504623,0.00543105,0.1352751,0.00292338,0.001813952,0.005815541,0.0006539979,0.3073571],"genre_scores_gemma":[0.9198722,0.008641345,0.01048689,0.006001538,0.0003160943,0.0003575702,0.001903455,0.00002736277,0.05239364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9747666,"threshold_uncertainty_score":0.284513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161300525702353,"score_gpt":0.3757496006170865,"score_spread":0.344136595360063,"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."}}