{"id":"W2771863707","doi":"10.1177/0193945917747416","title":"Safety Culture, Patient Safety, and Quality of Care Outcomes: A Literature Review","year":2017,"lang":"en","type":"review","venue":"Western Journal of Nursing Research","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Patient safety; Quality (philosophy); Data collection; Safety culture; Psychology; MEDLINE; Medicine; Applied psychology; Health care; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006456102,0.001236113,0.003273776,0.01792933,0.001119809,0.003092062,0.001648879,0.001882812,0.003286333],"category_scores_gemma":[0.02613764,0.0008665725,0.002711783,0.01879118,0.0009055509,0.003207646,0.001799575,0.001496624,0.0003912381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098907,"about_ca_system_score_gemma":0.01397617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006401385,"about_ca_topic_score_gemma":0.01423964,"domain_scores_codex":[0.9954456,0.001343073,0.001547491,0.0003436113,0.001143194,0.0001769301],"domain_scores_gemma":[0.9735805,0.02021616,0.002704239,0.0002838306,0.002852323,0.0003630178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008515541,0.00008381241,0.002304065,0.5838849,0.001663783,0.0003359352,0.001167588,0.0002491706,0.0002635797,0.002322278,0.007882013,0.3997577],"study_design_scores_gemma":[0.00004710232,0.0001965275,0.01270945,0.8596221,0.01077097,0.001543051,0.002116206,0.0001821636,0.0002768333,0.002144699,0.1103208,0.00006996946],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004582634,0.9986008,0.00009220198,0.0003445923,0.00007293067,0.00003681341,0.000048171,0.000003288251,0.0003430775],"genre_scores_gemma":[0.003301936,0.995976,0.0003240868,0.0001927058,0.00005627022,0.0000613933,0.00003935096,0.000001277784,0.00004697286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01792933,"threshold_uncertainty_score":0.03414357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5423746800557676,"score_gpt":0.662332288053158,"score_spread":0.1199576079973904,"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."}}