{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009743497,0.0003421941,0.0008025905,0.001104304,0.001355676,0.001087357,0.0005779989,0.001292949,0.003543898],"category_scores_gemma":[0.005278504,0.0002653955,0.001058043,0.001350234,0.0007392291,0.001319764,0.001210193,0.001280764,0.0003793294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007135794,"about_ca_system_score_gemma":0.0008045534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489957,"about_ca_topic_score_gemma":0.00287439,"domain_scores_codex":[0.9989012,0.0002750303,0.0001392428,0.0001157409,0.0001346904,0.0004341342],"domain_scores_gemma":[0.9958529,0.0009881307,0.00140461,0.0001918855,0.0003085392,0.0012539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002802559,0.00008932998,0.9950638,0.00001353876,0.00005865212,0.002361996,0.00006485237,0.0000977768,0.00005458888,0.00009893983,0.0001742468,0.001641944],"study_design_scores_gemma":[0.00004149738,0.0006802721,0.9846577,0.00002393635,0.0000982115,0.01202939,0.001258644,0.0003865625,0.00008839748,0.0004371569,0.0002733215,0.00002489564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975701,0.0003668877,0.00007144849,0.0002189855,0.00003712091,0.000007676721,0.0002726472,0.000004052576,0.001451027],"genre_scores_gemma":[0.999074,0.0001593955,0.00003603838,0.00004595536,0.00004884701,0.000007276395,0.000458596,0.000002040387,0.000167923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003543898,"threshold_uncertainty_score":0.01185548,"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."}}