{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00230932,0.0001258728,0.0003541343,0.00009299306,0.0002611172,1.643172e-7,0.0001126995,0.0002273383,0.0003687974],"category_scores_gemma":[0.003177491,0.00009251352,0.00001752693,0.0001208722,0.0001427456,0.00008960749,0.00007492564,0.0008029942,0.0000633368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007332232,"about_ca_system_score_gemma":0.00008981333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101221,"about_ca_topic_score_gemma":0.000005833512,"domain_scores_codex":[0.9976406,0.000477776,0.0009974304,0.0002545825,0.0003281888,0.0003013954],"domain_scores_gemma":[0.9979014,0.0007912118,0.0006868282,0.0002377425,0.0001239027,0.0002588495],"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":[0.0002084206,0.00001830119,0.08280355,0.0003358458,0.00001850893,1.20443e-7,0.05048607,0.000001449383,0.004668396,0.03771232,0.02135123,0.8023958],"study_design_scores_gemma":[0.00310084,0.0002702098,0.09005204,0.001802205,0.00004849922,0.000001515544,0.03232915,0.0001113182,0.00006968898,0.004207326,0.8678027,0.0002045525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824462,0.0009435105,0.01486113,0.03436078,0.003425459,0.00145947,0.000005818294,0.0001399062,0.06235777],"genre_scores_gemma":[0.9802175,0.0009544644,0.00006107894,0.01403935,0.0007942747,0.0001039645,0.00006160804,0.00001212932,0.003755637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8464514,"threshold_uncertainty_score":0.4038073,"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."}}