{"id":"W4410204832","doi":"10.1038/s41390-025-04076-z","title":"Early antibiotic exposure and necrotizing enterocolitis among preterm infants < 34 weeks’ gestation","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Necrotizing enterocolitis; Medicine; Gestation; Enterocolitis; Antibiotics; Pediatrics; Obstetrics; Internal medicine; Pregnancy; Biology; Microbiology","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":[0.0005077411,0.0003111769,0.0003859438,0.0006691384,0.0004705599,0.0006934012,0.0003747781,0.0008359783,0.002630465],"category_scores_gemma":[0.004537611,0.0003912543,0.0007196331,0.0006932899,0.0003797408,0.000563656,0.0006783278,0.00142972,0.0002352737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493949,"about_ca_system_score_gemma":0.0007450525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015834,"about_ca_topic_score_gemma":0.008376507,"domain_scores_codex":[0.9993612,0.0001850234,0.00005479306,0.00007806774,0.00007659495,0.000244255],"domain_scores_gemma":[0.9980438,0.0006309165,0.0007036442,0.00009937393,0.0001120953,0.0004102466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004642464,0.0001624648,0.99516,0.0000232767,0.00004180342,0.001042791,0.0003684765,0.00003824668,0.0005332796,0.00004661419,0.0001026713,0.002016151],"study_design_scores_gemma":[0.000004426366,0.0002485272,0.9977831,0.00002980039,0.00002107014,0.0007258655,0.0008182533,0.00007255274,0.00009556443,0.00003251788,0.0001627984,0.000005499683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989368,0.000305653,0.0000282531,0.00008603115,0.0000121121,0.000004043656,0.00009355529,0.000001733403,0.000531684],"genre_scores_gemma":[0.9992894,0.0002000578,0.00004391058,0.00003693804,0.00001341936,0.000008384478,0.00007289479,0.000001782467,0.0003331253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015834,"threshold_uncertainty_score":0.0201984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273929417574961,"score_gpt":0.3630030426984786,"score_spread":0.3302637485227289,"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."}}