{"id":"W3215625682","doi":"10.9778/cmajo.20200266","title":"The role of hospital characteristics in patient safety: a protocol for a national cohort study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Calgary","funders":"","keywords":"Patient safety; Staffing; Medicine; Health care; Adverse effect; Safety culture; Unit (ring theory); Health administration; Family medicine; Harm; Nursing; Medical emergency; Emergency medicine; Public health; Psychology","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":[0.1036009,0.003872197,0.004223175,0.00618377,0.006793438,0.003085801,0.003934415,0.005423694,0.04664968],"category_scores_gemma":[0.06655247,0.00352446,0.004195688,0.007410252,0.002618322,0.003490874,0.003180416,0.006171077,0.01030318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009245776,"about_ca_system_score_gemma":0.03881077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170431,"about_ca_topic_score_gemma":0.01953205,"domain_scores_codex":[0.9388629,0.03766719,0.01148242,0.003139198,0.005618409,0.003229767],"domain_scores_gemma":[0.9479238,0.01342827,0.005550285,0.01134263,0.01940913,0.002345877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1268847,0.03844809,0.03811134,0.0643208,0.002235673,0.004039308,0.01481288,0.01161591,0.01030353,0.03138166,0.4037538,0.2540923],"study_design_scores_gemma":[0.1648133,0.02601121,0.1144988,0.0293276,0.001368572,0.001147954,0.008512088,0.01497008,0.006205799,0.01754091,0.614421,0.001182581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008805693,0.00006551012,0.002874914,0.0001555609,0.000124903,0.9925443,0.002593494,0.00005503574,0.0007056429],"genre_scores_gemma":[0.0004728796,0.00003840011,0.002366532,0.0000833469,0.00001094605,0.9965355,0.0003309803,0.000004013005,0.000157449],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1036009,"threshold_uncertainty_score":0.5479002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06009481864164701,"score_gpt":0.4505802137646948,"score_spread":0.3904853951230478,"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."}}