{"id":"W4313341449","doi":"10.1007/978-3-031-15229-0_29","title":"Esophageal Atresia","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Atresia; Gastroenterology; Internal medicine","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":[0.000136278,0.0006745032,0.0004715965,0.0009794944,0.0007638162,0.001084544,0.0005028004,0.001024764,0.06610978],"category_scores_gemma":[0.0003509735,0.000227927,0.0003734215,0.0005631974,0.000558448,0.0009957778,0.001132026,0.001899976,0.03653183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535596,"about_ca_system_score_gemma":0.0004604241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008931639,"about_ca_topic_score_gemma":0.004078862,"domain_scores_codex":[0.9999216,0.0000106001,0.00000407146,0.00001366242,0.00003725982,0.00001283118],"domain_scores_gemma":[0.9999311,0.00002269659,0.000004245439,0.00001079629,0.00001517068,0.00001591712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003140749,0.00008395731,0.000226906,0.0003409035,0.000008246313,0.001552789,0.0002584894,0.0002857935,0.001214331,0.02810448,0.5660811,0.4018116],"study_design_scores_gemma":[0.000002834136,0.00002078665,0.0003380701,0.0001753212,0.000003174569,0.002701602,0.00004101498,0.00004279314,0.0001236821,0.003302105,0.9932449,0.000003801702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009722466,0.03908811,0.002021449,0.001690769,0.004043572,0.00004196544,0.0001204605,0.0001500516,0.9518715],"genre_scores_gemma":[0.003406662,0.02116854,0.001168861,0.001522652,0.001358979,0.00002479636,0.0001315511,0.00005196699,0.971166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06610978,"threshold_uncertainty_score":0.2211592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970394329230069,"score_gpt":0.2565401365762379,"score_spread":0.2368361932839372,"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."}}