{"id":"W2794560213","doi":"10.1093/pch/pxx169","title":"Antibiotic exposure and development of necrotizing enterocolitis in very preterm neonates","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Mount Sinai Hospital; Kingston General Hospital; Health Sciences Centre; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Necrotizing enterocolitis; Antibiotics; Medicine; Intensive care medicine; Enterocolitis; Microbiology; Pediatrics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007092123,0.0001620566,0.0004076654,0.0002714174,0.0007964216,0.00007029989,0.0001656422,0.0001090119,0.000008017778],"category_scores_gemma":[0.0001054418,0.0001717286,0.00004024155,0.00008945406,0.00006366145,0.0001835489,0.00009073263,0.0003048525,0.000005747744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656146,"about_ca_system_score_gemma":0.0001819654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004614768,"about_ca_topic_score_gemma":0.0006369032,"domain_scores_codex":[0.9982074,0.00009139581,0.0006635097,0.0003009688,0.0002237211,0.0005129366],"domain_scores_gemma":[0.9988412,0.0000785752,0.000506105,0.0003206117,0.00005307293,0.0002003887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506616,0.0001717531,0.923362,0.001993638,0.000007619549,0.000008342314,0.008004005,0.00000122063,0.00003349125,0.0002981893,0.0003722629,0.06559685],"study_design_scores_gemma":[0.001951056,0.0002143984,0.9927416,0.000512491,0.000005084765,0.00001970718,0.000240595,0.00004161115,0.0004989506,0.0001214048,0.0034779,0.0001751797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878441,0.004097862,0.00004376617,0.005634064,0.0007284509,0.0008005995,0.00003071915,0.00004113854,0.0007793062],"genre_scores_gemma":[0.992931,0.001438139,0.004075106,0.001294409,0.0002054142,0.000006710464,0.00002143698,0.00002203262,0.000005748062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06937966,"threshold_uncertainty_score":0.700289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959169897857069,"score_gpt":0.290314048850622,"score_spread":0.2707223498720512,"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."}}