{"id":"W3197296597","doi":"10.1097/pts.0000000000000889","title":"Evolving Factors in Hospital Safety: A Systematic Review and Meta-Analysis of Hospital Adverse Events.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; MEDLINE; Emergency medicine; Adverse effect; Incidence (geometry); Meta-analysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02100895,0.002671162,0.01447798,0.00884984,0.0006001473,0.003327791,0.001763667,0.001880496,0.002824587],"category_scores_gemma":[0.04563437,0.001316229,0.04024021,0.008979227,0.0006615042,0.002118607,0.0015252,0.002065706,0.0002485038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002561226,"about_ca_system_score_gemma":0.004631287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004687897,"about_ca_topic_score_gemma":0.01251471,"domain_scores_codex":[0.9826878,0.008715787,0.005012183,0.001364197,0.001861674,0.0003584109],"domain_scores_gemma":[0.9669948,0.02268479,0.007412586,0.0008255445,0.001769255,0.0003130691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001588168,0.00003876652,0.006192882,0.3366069,0.6394361,0.0001045008,0.0000741053,0.0005228397,0.000136673,0.0001133075,0.0005187783,0.01466692],"study_design_scores_gemma":[0.0005750065,0.0003181155,0.005707848,0.03944267,0.9513726,0.0001446696,0.00004942942,0.0001989039,0.00009492879,0.0002165011,0.00185267,0.00002663633],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002696487,0.9960164,0.0004159684,0.0001486876,0.0001043669,0.0001864548,0.0002971551,0.00001032247,0.0001241286],"genre_scores_gemma":[0.1323702,0.8613902,0.003150341,0.0007849042,0.0003229712,0.001022063,0.0007316507,0.00002388786,0.000203826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02100895,"threshold_uncertainty_score":0.1111073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07341569477110693,"score_gpt":0.3489644500048804,"score_spread":0.2755487552337735,"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."}}