{"id":"W2170296099","doi":"10.12927/hcq.2005.17656","title":"Patient Safety Culture Measurement and Improvement: A \"How To\" Guide","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Patient safety; Best practice; Organizational culture; Safety culture; Health administration; Nursing; Medicine; Psychology; Health care; Public relations; Political science; Public health; Management; Law","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":[0.1460806,0.007222981,0.006953186,0.01568297,0.009573514,0.01875338,0.01314543,0.01859346,0.00838192],"category_scores_gemma":[0.1505001,0.003942865,0.004254413,0.01127158,0.02171772,0.02779011,0.02076352,0.05135636,0.01211079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567922,"about_ca_system_score_gemma":0.0529941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018964,"about_ca_topic_score_gemma":0.02802125,"domain_scores_codex":[0.8375665,0.1003434,0.01591009,0.004272735,0.03942389,0.002483329],"domain_scores_gemma":[0.7939707,0.1166655,0.009448513,0.009239873,0.06045878,0.01021663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005786372,0.0009543213,0.001866378,0.004898594,0.0001678861,0.000345087,0.01006589,0.0007362305,0.000641896,0.02302809,0.4952841,0.4619536],"study_design_scores_gemma":[0.0003097334,0.0005950772,0.004653954,0.0269881,0.0001465816,0.001077831,0.01780414,0.002100992,0.0009191886,0.1301301,0.8148249,0.0004494149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001148396,0.05135724,0.1568469,0.7527643,0.01253482,0.009301237,0.000863663,0.002847126,0.01233617],"genre_scores_gemma":[0.01576248,0.07707286,0.6917998,0.1695644,0.004504388,0.0255104,0.001404548,0.001222546,0.01315866],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1460806,"threshold_uncertainty_score":0.7725574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06190241198160895,"score_gpt":0.4206824891296511,"score_spread":0.3587800771480422,"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."}}