{"id":"W2002338922","doi":"10.1097/acm.0000000000000596","title":"Quality Improvement, Patient Safety, and Continuing Education","year":2014,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Snowball sampling; Psychological intervention; Relevance (law); Negotiation; Medical education; Qualitative research; Quality (philosophy); Content analysis; Psychology; Health care; Nursing; Exploratory research; Medicine; Sociology","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":[0.008868467,0.0001923848,0.0001736628,0.001374795,0.004480917,0.004200478,0.0008105387,0.001356479,0.004849009],"category_scores_gemma":[0.02833858,0.0001060062,0.0001402825,0.002165252,0.009483311,0.001370745,0.003071978,0.001929146,0.0002484553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01757762,"about_ca_system_score_gemma":0.07458308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1505569,"about_ca_topic_score_gemma":0.1689849,"domain_scores_codex":[0.9894688,0.005444827,0.0003250924,0.0003649463,0.003135499,0.001261011],"domain_scores_gemma":[0.9687066,0.01315305,0.005235527,0.0006185305,0.004281037,0.008005158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001015709,0.0008041317,0.06396648,0.002308826,0.0000385366,0.0004965828,0.05647168,0.000777067,0.0003913356,0.1270707,0.05924847,0.6883246],"study_design_scores_gemma":[0.0001649127,0.0005744727,0.2684365,0.007885549,0.00007275043,0.001005279,0.08510056,0.001878168,0.001078969,0.1166466,0.5170491,0.0001071578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2166469,0.04996239,0.009406132,0.2985717,0.001742445,0.0005237405,0.0001928147,0.0002009249,0.422753],"genre_scores_gemma":[0.9749066,0.007168683,0.004047858,0.006919916,0.0002718569,0.0001515042,0.00005522523,0.000009442913,0.006468948],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1505569,"threshold_uncertainty_score":0.2993612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524403554188393,"score_gpt":0.4504601811189116,"score_spread":0.3952161455770277,"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."}}