{"id":"W3177063181","doi":"10.1016/j.jpeds.2021.06.031","title":"Bloodstream Infections in Preterm Neonates and Mortality-Associated Risk Factors","year":2021,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestational age; Pediatrics; Retrospective cohort study; Blood culture; Internal medicine; Pregnancy; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006790924,0.0004031722,0.0005582276,0.001155982,0.0004378463,0.001061051,0.0004344626,0.0008520068,0.002190096],"category_scores_gemma":[0.006139293,0.0002741322,0.0007613258,0.001555242,0.0002546913,0.000569938,0.0006130593,0.001453402,0.0002169237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005320069,"about_ca_system_score_gemma":0.0008789858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485742,"about_ca_topic_score_gemma":0.004018224,"domain_scores_codex":[0.9992747,0.0001697995,0.0001144776,0.00009586952,0.0001665666,0.00017868],"domain_scores_gemma":[0.9975503,0.0005205892,0.001100753,0.00007869851,0.0001972382,0.0005524103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007969735,0.00002994257,0.9982181,0.00001414433,0.00003919552,0.0001680537,0.00004067675,0.00002736761,0.00006844066,0.00003398115,0.00008795231,0.001192425],"study_design_scores_gemma":[0.000002659424,0.00006447344,0.9986577,0.00003172557,0.00002730589,0.0005216983,0.0002909372,0.000187314,0.00003177511,0.0000749137,0.0001052446,0.000004129711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953176,0.002155328,0.0001071782,0.000227724,0.00003753533,0.000009217334,0.00065436,0.000007017416,0.001484187],"genre_scores_gemma":[0.9983809,0.0008022742,0.0001289095,0.00004408897,0.00004278795,0.00001235608,0.0003763165,0.000002724561,0.0002095668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00485742,"threshold_uncertainty_score":0.009658277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429472745338358,"score_gpt":0.2728776718998374,"score_spread":0.2585829444464538,"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."}}