{"id":"W2761501629","doi":"10.1093/pch/pxx086.064","title":"POST OPERATIVE NON-INVASIVE VENTILATION AND COMPLICATIONS IN OESOPHAGEAL ATRESIA-TRACHEOESOPHAGEAL FISTULA","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Tracheoesophageal fistula; Medicine; Atresia; Surgery; Fistula; General 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":[0.0007719764,0.0001846283,0.0002447363,0.0009955144,0.0002836842,0.0005049283,0.0002727445,0.0004079712,0.0009177921],"category_scores_gemma":[0.003891627,0.0001583264,0.0003078114,0.0009619142,0.0004269284,0.0004537232,0.0003246292,0.0003847673,0.00009620254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559498,"about_ca_system_score_gemma":0.0003877627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007700986,"about_ca_topic_score_gemma":0.0006884056,"domain_scores_codex":[0.9995327,0.0001254027,0.0001158711,0.00006058113,0.00008698768,0.00007849118],"domain_scores_gemma":[0.9949721,0.001621151,0.002725259,0.000108813,0.0002062448,0.000366388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000811245,0.00001984115,0.9957629,0.00003087219,0.00001529853,0.002146964,0.00005682002,0.00002253,0.0001045896,0.00001270108,0.00002798734,0.001718236],"study_design_scores_gemma":[0.000004903641,0.0002868381,0.9763228,0.00003488257,0.00003028925,0.02256113,0.0003131035,0.00007496569,0.0001894639,0.00002281276,0.0001540767,0.000004781522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984677,0.001206512,0.00006229834,0.00001788135,0.000003984002,0.000005622331,0.00005610807,0.00000168869,0.0001781754],"genre_scores_gemma":[0.9993574,0.0004595123,0.00005994551,0.000008406892,0.00001030215,0.000004136153,0.00007218806,8.511877e-7,0.00002729772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009955144,"threshold_uncertainty_score":0.00408262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678051852370949,"score_gpt":0.3210918970913637,"score_spread":0.3043113785676542,"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."}}