{"id":"W3045937536","doi":"10.1002/ppul.24982","title":"Care recommendations for the respiratory complications of esophageal atresia‐tracheoesophageal fistula","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Tracheomalacia; Tracheoesophageal fistula; Bronchoscopy; Atresia; Airway; Intensive care medicine; Fistula; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001415073,0.0001640661,0.0003750264,0.000112421,0.0002004652,0.000005686759,0.0002738233,0.0001852108,0.0001059697],"category_scores_gemma":[0.0003391815,0.0001266916,0.0001902778,0.0003784164,0.0001606748,0.00004089482,0.00008692773,0.0003048532,0.00005563771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003440434,"about_ca_system_score_gemma":0.0001706813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001505961,"about_ca_topic_score_gemma":0.00000618824,"domain_scores_codex":[0.9986559,0.00009460928,0.0004840678,0.0003602403,0.0001082456,0.0002969895],"domain_scores_gemma":[0.9983683,0.0006480998,0.0002134386,0.0003897419,0.0002305578,0.0001498877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009256987,0.0007049427,0.7871396,0.001336114,0.0003148082,0.0001953215,0.005455777,0.0001045802,0.001631428,0.0188148,0.1176595,0.06571742],"study_design_scores_gemma":[0.004239911,0.002317368,0.903169,0.000009221674,0.001481346,0.0001289035,0.001320803,0.0008718183,0.001004456,0.0009151138,0.08419339,0.0003486307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4681338,0.1141544,0.03677583,0.3610088,0.001963876,0.007780631,0.001991003,0.0007867742,0.007405017],"genre_scores_gemma":[0.9899769,0.0002854564,0.002855965,0.005321585,0.001058737,0.0002253327,0.0001658656,0.00002716485,0.00008298892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218431,"threshold_uncertainty_score":0.5166335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05482505386749197,"score_gpt":0.3204889140781185,"score_spread":0.2656638602106265,"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."}}