{"id":"W99231620","doi":"10.1093/pch/17.3.125","title":"Does primary surgical closure of the patent ductus arteriosus in infants <1500 g or ≤32 weeks’ gestation reduce the incidence of necrotizing enterocolitis?","year":2012,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Necrotizing enterocolitis; Medicine; Ductus arteriosus; Gestation; Incidence (geometry); Resuscitation; Pediatrics; Enterocolitis; Hemodynamics; Surgery; Anesthesia; Internal medicine; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008705686,0.000152772,0.0004558231,0.0001322252,0.0001430654,0.000008929652,0.0001043527,0.00007696756,0.00002262022],"category_scores_gemma":[0.0001349783,0.00007027777,0.0002459649,0.0005318054,0.00008505171,0.0001096307,0.00008828761,0.0002726076,0.000003140275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189712,"about_ca_system_score_gemma":0.0003664698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003773873,"about_ca_topic_score_gemma":0.0001620434,"domain_scores_codex":[0.9980119,0.0002857755,0.0006092099,0.0001982555,0.0005127378,0.0003821514],"domain_scores_gemma":[0.9987323,0.0001896281,0.0003565237,0.000479141,0.0001002219,0.0001421483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001967822,0.0004546462,0.9886474,0.0004176711,0.0001048272,0.00006217328,0.002236026,0.00001081237,0.00002439375,0.0001242517,0.0001170156,0.007604026],"study_design_scores_gemma":[0.002118465,0.0001521282,0.9957012,0.0002678958,0.0001175929,0.0004968516,0.0002187575,0.000004879108,0.0001065995,0.00004281169,0.0007021113,0.00007068486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913838,0.004323731,0.00001226211,0.002081038,0.0005115123,0.001283486,0.00007961529,0.00001324056,0.0003113086],"genre_scores_gemma":[0.995523,0.003496413,0.0001615155,0.0002932834,0.0003732585,0.00005664938,0.00005041256,0.00001724089,0.00002821238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007533341,"threshold_uncertainty_score":0.2865844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840496655726406,"score_gpt":0.2748371988345308,"score_spread":0.2564322322772667,"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."}}