{"id":"W2980907281","doi":"10.1136/bmjopen-2019-031086","title":"Preventive strategies and factors associated with surgically treated necrotising enterocolitis in extremely preterm infants: an international unit survey linked with retrospective cohort data analysis","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Pediatrics; Retrospective cohort study; Cohort study; Necrotizing enterocolitis; Neonatal intensive care unit; Epidemiology; Surgery; Internal medicine","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":[0.00159156,0.0002448242,0.0006906314,0.0003379829,0.0001192771,0.0008343975,0.0006667294,0.000124816,0.0002707926],"category_scores_gemma":[0.0001398586,0.0001970776,0.00002991342,0.0008399138,0.00008367258,0.002672341,0.0002449726,0.0002638217,0.000002068348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441538,"about_ca_system_score_gemma":0.0001616298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01334778,"about_ca_topic_score_gemma":0.09697796,"domain_scores_codex":[0.9971972,0.0008179809,0.000466494,0.0007376641,0.000446674,0.0003339684],"domain_scores_gemma":[0.998237,0.0002133421,0.0004182529,0.0006514763,0.0003573754,0.000122555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003276761,0.0001955647,0.994689,0.00001596327,0.0006943599,0.00001738773,0.0009140725,0.00003437394,0.00002441943,0.00005769853,0.0000143019,0.0000660957],"study_design_scores_gemma":[0.003681028,0.0006474978,0.9907762,0.0005260308,0.0001691724,0.000004586038,0.0009345718,0.002876011,0.0000249308,0.00003608892,0.00002125305,0.0003026647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904075,0.000004692522,0.00005853704,0.0000788764,0.00006188228,0.005778995,0.001173455,0.00004514121,0.002390895],"genre_scores_gemma":[0.9918782,0.00000837372,0.0001695116,0.00007492971,0.00001244643,0.0001054719,0.007551019,0.00002880358,0.000171304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08363018,"threshold_uncertainty_score":0.9932224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248401642915979,"score_gpt":0.4057823412916392,"score_spread":0.2809421770000413,"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."}}