{"id":"W1978391368","doi":"10.1016/j.jpedsurg.2012.03.010","title":"The gastroschisis prognostic score: reliable outcome prediction in gastroschisis","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Hospital for Sick Children; Montreal Children's Hospital; Izaak Walton Killam Health Centre; Centre Hospitalier Universitaire Sainte-Justine; BC Children's Hospital; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Gastroschisis; Medicine; Logistic regression; Confidence interval; Enteral administration; Odds ratio; Internal medicine; Surgery; Parenteral nutrition; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002454163,0.0001809882,0.0005400515,0.000451391,0.0001256673,0.00004111625,0.00009187379,0.00008727322,0.0001166944],"category_scores_gemma":[0.001492837,0.0001147739,0.0005031497,0.0006867384,0.00005028246,0.0004013631,0.00004806373,0.0004753882,0.00003553153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132815,"about_ca_system_score_gemma":0.0002050192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574519,"about_ca_topic_score_gemma":0.000003042547,"domain_scores_codex":[0.9973701,0.00007830219,0.001260537,0.0001198335,0.0005654339,0.0006057665],"domain_scores_gemma":[0.9975699,0.001167269,0.0005386163,0.0001994779,0.0001810636,0.0003437378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003205647,0.0002445144,0.9740131,0.00004608154,0.00003886047,0.00006949237,0.0000338226,0.000005196334,0.00005202721,0.000006346443,0.02120686,0.003963126],"study_design_scores_gemma":[0.0003702924,0.0001206062,0.992102,0.00004186095,0.0002648651,0.0003474814,0.0001056599,0.00001948292,0.0000198109,0.00001475145,0.006499052,0.0000940859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896127,0.006046117,0.00005636914,0.0005645466,0.003169145,0.0001559343,0.000006541163,0.00001826612,0.0003703619],"genre_scores_gemma":[0.991453,0.001338508,0.0001924813,0.0001245366,0.006325723,0.000009538453,0.000003334399,0.00002607773,0.0005267952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808894,"threshold_uncertainty_score":0.4680344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999249034959568,"score_gpt":0.2518912724223243,"score_spread":0.2218987820727287,"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."}}