{"id":"W2106644754","doi":"10.12927/hcq..17048","title":"Making Hospital Care Safer and Better: The Structure-Process Connection Leading to Adverse Events","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"SAFER; Teamwork; Patient safety; Adverse effect; Medicine; Process (computing); Nursing; Medical emergency; Health care","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":[0.006168463,0.0005183413,0.0003927406,0.0025583,0.00271972,0.004430447,0.0008139718,0.001430674,0.00272527],"category_scores_gemma":[0.05118402,0.0005062292,0.0009620022,0.001697804,0.005558603,0.003660401,0.003687609,0.002285268,0.0002581521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104583,"about_ca_system_score_gemma":0.01554781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03873112,"about_ca_topic_score_gemma":0.03823551,"domain_scores_codex":[0.9931404,0.002807843,0.0003271278,0.000469423,0.002216617,0.00103859],"domain_scores_gemma":[0.9607597,0.01931337,0.01226439,0.001572528,0.003163406,0.00292671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002796198,0.0008333937,0.8728002,0.0002962445,0.0001423137,0.0008111916,0.01997442,0.003854726,0.0005286043,0.03463956,0.001192019,0.06464771],"study_design_scores_gemma":[0.00009918389,0.0005101921,0.9034347,0.0003424191,0.0001263143,0.0005857844,0.01484292,0.007071616,0.0005623093,0.06846775,0.003871398,0.00008535896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381297,0.00194968,0.01233852,0.02150551,0.00008302439,0.0004268615,0.0002018465,0.00009679699,0.0252681],"genre_scores_gemma":[0.9968333,0.0005318436,0.001998017,0.0002299073,0.00002365632,0.00004279442,0.00005027337,0.000005830087,0.0002843545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03873112,"threshold_uncertainty_score":0.07701135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04869919645215269,"score_gpt":0.4529283502320223,"score_spread":0.4042291537798696,"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."}}