{"id":"W4400079980","doi":"10.1001/jamanetworkopen.2024.18831","title":"Early Antibiotic Exposure and Bronchopulmonary Dysplasia in Very Preterm Infants at Low Risk of Early-Onset Sepsis","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Bronchopulmonary dysplasia; Medicine; Sepsis; Antibiotics; Pediatrics; Intensive care medicine; Internal medicine; Gestational age; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054414,0.0003036391,0.0003064864,0.000946075,0.0003704336,0.00052036,0.0005826001,0.0005501143,0.0009189454],"category_scores_gemma":[0.004306645,0.0002714231,0.0004598872,0.001085146,0.0002704699,0.0003569271,0.0005211833,0.0005436119,0.0001088377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881122,"about_ca_system_score_gemma":0.0007371966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008804964,"about_ca_topic_score_gemma":0.01032774,"domain_scores_codex":[0.9993242,0.0002390067,0.00007957935,0.0001269686,0.0001215655,0.0001087587],"domain_scores_gemma":[0.9973605,0.000472842,0.001442529,0.0001579057,0.0001685523,0.0003975251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007017505,0.000008057384,0.999495,0.000005440182,0.00001344982,0.00003886023,0.00001188642,0.00001900647,0.00005021095,0.000002955167,0.00001261962,0.0002723215],"study_design_scores_gemma":[0.0000027601,0.00005118791,0.9995229,0.000007407247,0.00001377312,0.0001415537,0.00003958706,0.0001527097,0.00002400356,0.000007440353,0.00003509659,0.000001569804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993801,0.0002620435,0.00005237248,0.00002218574,0.00000314869,0.000004522803,0.0001833792,0.000001119475,0.00009118716],"genre_scores_gemma":[0.9994231,0.0001342135,0.0000939799,0.00001094041,0.000007269227,0.00001094657,0.000259021,9.382559e-7,0.00005954518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008804964,"threshold_uncertainty_score":0.01750743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000651271085368,"score_gpt":0.2622474380740841,"score_spread":0.2522409253632305,"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."}}