{"id":"W2054767444","doi":"10.1016/j.jpedsurg.2003.08.039","title":"Outcomes in esophageal atresia and tracheoesophageal fistula","year":2003,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Tracheoesophageal fistula; Atresia; Reflux; Survival rate; Surgery; Internal medicine; Anastomosis; Gastroenterology; Disease","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":[0.001462848,0.0001722338,0.0008005452,0.0006885483,0.00003354592,0.00001204218,0.00005305259,0.000147104,0.0001233405],"category_scores_gemma":[0.001097242,0.0001295411,0.0002590715,0.0003594256,0.00004934944,0.0001327234,0.00001432853,0.0004386286,0.00001005351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004599383,"about_ca_system_score_gemma":0.0002329998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005076615,"about_ca_topic_score_gemma":0.000002740139,"domain_scores_codex":[0.9982158,0.0002017708,0.0008141837,0.0001618263,0.0003053148,0.0003010857],"domain_scores_gemma":[0.9981832,0.00101276,0.0003459249,0.0001289753,0.00009135762,0.0002377784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008765797,0.0002483443,0.9874546,0.0000613064,0.00002886183,0.007083204,0.0001074177,0.000002035033,0.00002287349,0.00007223607,0.003236115,0.001595351],"study_design_scores_gemma":[0.00126057,0.0001520163,0.9961346,0.00001060711,0.0001503114,0.001515182,0.00004429737,0.000002827496,0.00007759852,0.0003461966,0.0002116025,0.00009416173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988192,0.01020812,0.00002694456,0.0004762626,0.0005954388,0.0000799816,0.000002449643,0.000009840796,0.0004089202],"genre_scores_gemma":[0.9965115,0.0009183619,0.0007063715,0.0003565777,0.001046875,0.000001712251,0.000001199618,0.00001827676,0.0004391066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00928976,"threshold_uncertainty_score":0.5282533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087714328898317,"score_gpt":0.2726818962096164,"score_spread":0.2518047529206333,"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."}}