{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602529,0.00008234496,0.0001949915,0.0001252668,0.00008145043,0.00001740905,0.00004126558,0.00005767735,0.00002950767],"category_scores_gemma":[0.0005732012,0.00005163563,0.0000757389,0.0003413984,0.00003650998,0.00009329597,0.00003749146,0.000429052,0.000001727358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004541664,"about_ca_system_score_gemma":0.000108217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004997086,"about_ca_topic_score_gemma":0.0003074847,"domain_scores_codex":[0.9992448,0.0001072052,0.0002960165,0.00005652617,0.0001765293,0.0001188869],"domain_scores_gemma":[0.9990838,0.0003100777,0.0002424453,0.00009166978,0.0001823987,0.00008966441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000012919,0.0002095827,0.9984482,0.00003156438,0.00003911987,0.00007251778,0.0003710459,0.00005116816,0.0003434556,0.00001656909,0.0001093688,0.0002944886],"study_design_scores_gemma":[0.001016124,0.000294753,0.9943607,0.00003050317,0.0008481672,0.0007555133,0.0003420014,0.00001874845,0.001142978,0.0009209218,0.0002020305,0.00006748563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979172,0.001282349,0.00004214146,0.0001828968,0.0002902711,0.00005841206,0.00002129163,0.0000102032,0.0001952702],"genre_scores_gemma":[0.992991,0.00654183,0.00003376602,0.00004338907,0.0001928545,5.302963e-7,0.000003317196,0.000008002444,0.0001852717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00525948,"threshold_uncertainty_score":0.210564,"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."}}