{"id":"W4387169489","doi":"10.1017/ash.2023.287","title":"Epidemiology of central-line–associated bloodstream infection mortality in Canadian NICUs before and after 2017","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bloodstream infection; Epidemiology; Neonatal intensive care unit; Intensive care; Gestational age; Hazard ratio; Central line; Proportional hazards model; Pediatrics; Intensive care unit; Internal medicine; Confidence interval; Intensive care medicine; Pregnancy","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":[0.00150981,0.0005690823,0.0005552396,0.002933253,0.001595968,0.001350652,0.002078856,0.0005385433,0.001471868],"category_scores_gemma":[0.004865417,0.0004081083,0.001066281,0.004682376,0.0008119066,0.0005725861,0.001574923,0.0009243675,0.0001402364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03427618,"about_ca_system_score_gemma":0.04134567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857625,"about_ca_topic_score_gemma":0.9843407,"domain_scores_codex":[0.9977587,0.0001296276,0.0001225853,0.0002850439,0.0009547032,0.0007491193],"domain_scores_gemma":[0.9959921,0.0001761087,0.001292904,0.0001214964,0.001715021,0.0007023395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005778702,0.000009552794,0.9962618,0.00003862441,0.00004959368,0.00004453178,0.0002302386,0.0001394795,0.00005540004,0.00006732703,0.0008211841,0.002224492],"study_design_scores_gemma":[0.000002028584,0.00001387139,0.9987011,0.0000451004,0.0000152172,0.00004297477,0.0003771765,0.0002411748,0.00003323003,0.0000114503,0.0005090502,0.000007629994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985871,0.002238542,0.0002099806,0.0007104521,0.00004380382,0.00004991178,0.008159216,0.00002938043,0.002687648],"genre_scores_gemma":[0.9944613,0.001127865,0.0002135385,0.0001037843,0.00002227243,0.00002882902,0.003725241,0.000008365409,0.0003088738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03427618,"threshold_uncertainty_score":0.2486922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06891330519260216,"score_gpt":0.3754239035915216,"score_spread":0.3065105983989194,"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."}}