{"id":"W2319798151","doi":"10.1097/acm.0000000000000941","title":"Integrating Quality Improvement and Continuing Professional Development","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Snowball sampling; Generalizability theory; Mental health; Continuing professional development; Context (archaeology); Medical education; Quality management; Health care; Medicine; Psychology; Quality (philosophy); Professional development; Nursing; Psychiatry; Political science","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":[0.05723513,0.0003605847,0.000362573,0.002353593,0.005820147,0.007427799,0.002364517,0.002127702,0.001906063],"category_scores_gemma":[0.08794545,0.0002602321,0.000436585,0.002827548,0.00720494,0.003987616,0.01485277,0.003463361,0.0003028934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0166221,"about_ca_system_score_gemma":0.1061546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02304922,"about_ca_topic_score_gemma":0.02928884,"domain_scores_codex":[0.9278045,0.04439464,0.002522136,0.002675417,0.01692071,0.005682566],"domain_scores_gemma":[0.8681077,0.0588555,0.01221462,0.008794671,0.0247842,0.02724337],"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":[0.00005882534,0.0007074673,0.03775137,0.001875823,0.000076662,0.0005123703,0.07111109,0.0007151581,0.0008133352,0.03633285,0.01859128,0.8314539],"study_design_scores_gemma":[0.0002898388,0.001705733,0.1097406,0.01055045,0.0001670499,0.001886077,0.1380796,0.005378402,0.002640723,0.09268621,0.6366909,0.0001844652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2676109,0.02596746,0.1094017,0.4054433,0.002976996,0.003090863,0.0001388759,0.000548041,0.1848218],"genre_scores_gemma":[0.9108741,0.004965957,0.06757543,0.01128066,0.0005745821,0.0006513582,0.00007923537,0.0000321292,0.00396646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05723513,"threshold_uncertainty_score":0.3026919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6934459465293303,"score_gpt":0.7109226661783149,"score_spread":0.01747671964898456,"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."}}