{"id":"W3004715953","doi":"10.1097/inf.0000000000002558","title":"Neonatal Outcomes Following Culture-negative Late-onset Sepsis Among Preterm Infants","year":2020,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sepsis; Pediatrics; Neonatal sepsis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001903561,0.000299894,0.0003809701,0.0001392162,0.0006563003,0.0001518162,0.0001763748,0.00008151252,0.0002836131],"category_scores_gemma":[0.0007401283,0.0001822067,0.0006476175,0.000452013,0.00007876111,0.0003814912,0.0001246667,0.0008476819,0.0001619126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024599,"about_ca_system_score_gemma":0.0002057658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000803658,"about_ca_topic_score_gemma":0.000009755775,"domain_scores_codex":[0.9982731,0.0001263482,0.000430337,0.000251332,0.0005089465,0.0004098932],"domain_scores_gemma":[0.9983029,0.0001728926,0.0002555216,0.0002100074,0.0001373695,0.0009212898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001771394,0.00008686536,0.9947206,0.00005691994,0.0003446614,0.0005712538,0.001395037,0.0001083664,0.00001535672,0.000007129713,0.002144391,0.0003723091],"study_design_scores_gemma":[0.002428203,0.0003185433,0.9921567,0.00003905404,0.001821129,0.0005370454,0.0001431736,0.0002904842,0.00004324775,0.001401118,0.000518431,0.0003028593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951931,0.0004113235,0.0002829855,0.001593753,0.0008921997,0.000436359,0.00007234103,0.0001917018,0.0009262104],"genre_scores_gemma":[0.9954728,0.0002951345,0.00005184169,0.002210106,0.001283791,0.00002736647,0.000009705263,0.00003937004,0.0006099131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00256386,"threshold_uncertainty_score":0.7430174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107331234959746,"score_gpt":0.2617786379205928,"score_spread":0.2510455144246182,"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."}}