{"id":"W1553397448","doi":"10.1111/j.1542-4758.2011.00633.x","title":"Lapses in safety in end‐stage renal disease patients admitted to surgical services","year":2011,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Adverse effect; Retrospective cohort study; Patient safety; Emergency medicine; End stage renal disease; Cohort; Population; Intensive care medicine; Chronic renal failure; Kidney disease; Medical emergency; Internal medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001392348,0.0001651368,0.0002337047,0.001799916,0.0007177479,0.0007015978,0.000280563,0.0003076073,0.001216065],"category_scores_gemma":[0.01018618,0.0002138998,0.0002925667,0.001298516,0.0004375081,0.0007282634,0.0007874235,0.0008200969,0.0001149086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008272534,"about_ca_system_score_gemma":0.001174361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247653,"about_ca_topic_score_gemma":0.008492246,"domain_scores_codex":[0.9984246,0.0004169233,0.0003581925,0.0001530726,0.0004443074,0.0002029145],"domain_scores_gemma":[0.9820125,0.003351242,0.01185656,0.0003470153,0.001117024,0.001315602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002700116,0.00002690561,0.9976574,0.000009518926,0.00000707678,0.0001477781,0.000231903,0.00002229493,0.0000650064,0.00001318674,0.00007072634,0.001721168],"study_design_scores_gemma":[0.000002801209,0.0001588332,0.9980432,0.00001772637,0.000006366733,0.0004666859,0.0007562201,0.0001558754,0.0001439153,0.00002826818,0.0002145029,0.000005591793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991719,0.0001642419,0.0001066008,0.000104937,0.000004297857,0.00001811492,0.0001453591,0.000004934289,0.0002798243],"genre_scores_gemma":[0.99943,0.0001166157,0.0001885925,0.00004174762,0.000009764041,0.000008941602,0.0001577409,0.000001086236,0.00004552497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247653,"threshold_uncertainty_score":0.01043421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05020367698667422,"score_gpt":0.3665687236933002,"score_spread":0.316365046706626,"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."}}