{"id":"W2106542883","doi":"10.1001/jamasurg.2013.3566","title":"Failure to Rescue in Safety-Net Hospitals","year":2014,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Medicaid; Safety net; Emergency medicine; Patient safety; Retrospective cohort study; Multivariate analysis; Cohort; Health care; Medical emergency; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005036991,0.0001306055,0.0004149244,0.0002141486,0.0000258425,0.00002650008,0.00004210027,0.00009682684,0.0003006654],"category_scores_gemma":[0.0007660448,0.0001043257,0.0001315343,0.0002711155,0.00001407979,0.00006532708,0.00002948664,0.00010596,0.0004313074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009291914,"about_ca_system_score_gemma":0.00004719504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002246591,"about_ca_topic_score_gemma":0.0001463977,"domain_scores_codex":[0.9989064,0.00006272379,0.000292411,0.0002577576,0.0002040543,0.000276648],"domain_scores_gemma":[0.9987587,0.0006263726,0.00003196494,0.0003484718,0.00004858027,0.0001858895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008190376,0.0002065079,0.8315335,0.00002328973,0.00003235671,0.00009869094,0.0001177796,0.00001011674,0.00006469316,0.0002728353,0.1317474,0.03581097],"study_design_scores_gemma":[0.0005603246,0.00008449695,0.8239704,0.0002231764,0.00001843338,0.000009782716,0.00005020896,0.000009802154,0.001008182,0.0000503567,0.1739133,0.000101548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635157,0.0001945836,0.00001281196,0.0304376,0.0002129138,0.0002569274,0.000005501853,0.00004592027,0.005318035],"genre_scores_gemma":[0.993875,0.00007668971,0.0003410051,0.004932767,0.0002600072,0.00007395662,0.00003703076,0.00002219428,0.000381345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0421659,"threshold_uncertainty_score":0.5543728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200978566184561,"score_gpt":0.2915312353021287,"score_spread":0.2595214496402831,"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."}}