{"id":"W2901456932","doi":"10.9778/cmajo.20180077","title":"Improved hospital safety performance and reduced medicolegal risk: an ecological study using 2 Canadian databases","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Protective Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Poisson regression; Medicine; Confidence interval; Patient safety; Health care; Database; Emergency medicine; Demography; Internal medicine; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01553455,0.001221634,0.001420652,0.00653693,0.005115651,0.003535182,0.004329993,0.001186465,0.002088115],"category_scores_gemma":[0.0501889,0.001171894,0.003281721,0.01829581,0.002221712,0.002020629,0.004435559,0.00180494,0.000215088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03859637,"about_ca_system_score_gemma":0.04462342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851789,"about_ca_topic_score_gemma":0.982164,"domain_scores_codex":[0.9789937,0.00712557,0.00202298,0.003431043,0.005266858,0.003159858],"domain_scores_gemma":[0.9567359,0.01200781,0.01233594,0.003573789,0.01162077,0.003725762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004496035,0.0002464131,0.9916496,0.0002159086,0.001009529,0.0001209892,0.00170011,0.0004511052,0.00005234413,0.0002914542,0.001031879,0.002780977],"study_design_scores_gemma":[0.0001333216,0.0001406301,0.9916577,0.0001433509,0.0004345358,0.000138103,0.003755865,0.00244104,0.00005825352,0.0001139115,0.0009029626,0.0000802973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988518,0.0008767472,0.0005670496,0.0005420594,0.00001529379,0.0003500728,0.008292327,0.00002045189,0.0008180604],"genre_scores_gemma":[0.9923847,0.0003786931,0.001313031,0.0003309081,0.00001238654,0.0002049899,0.005195948,0.00002073694,0.000158642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03859637,"threshold_uncertainty_score":0.2800376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147173929494332,"score_gpt":0.461788875053253,"score_spread":0.3470714821038198,"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."}}