{"id":"W4252026504","doi":"10.1007/978-3-319-43268-7_28","title":"Esophageal Atresia","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Atresia; Medicine; 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":[0.0001697827,0.0006292291,0.0003931352,0.000969025,0.0005680738,0.001013774,0.0004205646,0.0008420039,0.04815482],"category_scores_gemma":[0.0004546595,0.0001791817,0.0003388087,0.0005495698,0.0006059637,0.001208897,0.001257182,0.0018658,0.02175912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871796,"about_ca_system_score_gemma":0.0006293956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005918025,"about_ca_topic_score_gemma":0.002568569,"domain_scores_codex":[0.9999074,0.00001324464,0.00000576843,0.00001569047,0.00004496854,0.00001304693],"domain_scores_gemma":[0.9999156,0.00002586256,0.000006324308,0.0000116893,0.00001872132,0.00002178353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002884673,0.00007300655,0.0002575535,0.0003941221,0.00000823662,0.001365428,0.0003089941,0.0002836601,0.001253555,0.03315447,0.4202536,0.5426185],"study_design_scores_gemma":[0.000003101582,0.00001694685,0.0003056701,0.0002925249,0.000003434081,0.003078518,0.00004968848,0.00004191474,0.0001389687,0.004665002,0.9914,0.000004325093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001654793,0.07151946,0.003581217,0.003389146,0.007145671,0.00004449991,0.0001341468,0.0001797204,0.9123513],"genre_scores_gemma":[0.006589785,0.04532405,0.00225375,0.002441501,0.002584454,0.00003410238,0.0001957091,0.00007362272,0.9405031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04815482,"threshold_uncertainty_score":0.161094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752917910407112,"score_gpt":0.2563226659058162,"score_spread":0.2387934868017451,"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."}}