{"id":"W4244961474","doi":"10.22541/au.159136783.30583958","title":"Care Recommendations for the Respiratory Complications of Esophageal Atresia-Tracheoesophageal Fistula: The International Network of Esophageal Atresia, Respiratory Complications Working Group","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Tracheomalacia; Tracheoesophageal fistula; Atresia; Bronchoscopy; Airway; Intensive care medicine; Radiology; Surgery","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":[0.02258286,0.001049698,0.001644887,0.003774515,0.001759794,0.002357131,0.003998403,0.007104265,0.005972781],"category_scores_gemma":[0.07862742,0.0006229016,0.004061852,0.002799622,0.001004051,0.001913561,0.003223926,0.008683962,0.002988725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986712,"about_ca_system_score_gemma":0.02363662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02766821,"about_ca_topic_score_gemma":0.02595866,"domain_scores_codex":[0.9794702,0.007587237,0.00632268,0.0005487598,0.005040495,0.001030648],"domain_scores_gemma":[0.9339631,0.01486085,0.009997843,0.001458418,0.03474962,0.004970126],"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":[0.0001660454,0.0006513358,0.01122883,0.009151635,0.0003418288,0.0005954102,0.001366564,0.001228566,0.001068838,0.004554055,0.664746,0.3049009],"study_design_scores_gemma":[0.0005587277,0.0004785738,0.0329738,0.04578715,0.0006627498,0.0005993072,0.002221101,0.001450722,0.0008178419,0.004194522,0.9100372,0.0002183523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01814254,0.08776011,0.04749225,0.6297486,0.03573789,0.02655155,0.01553839,0.001903435,0.1371252],"genre_scores_gemma":[0.08093116,0.1395407,0.4980385,0.1494395,0.009085302,0.04592236,0.02850612,0.0005447401,0.04799166],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02766821,"threshold_uncertainty_score":0.119431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08865439202682387,"score_gpt":0.3422251850454194,"score_spread":0.2535707930185955,"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."}}