{"id":"W2074643911","doi":"10.1053/j.jvca.2015.04.005","title":"Airway and Ventilatory Management Options in Congenital Tracheoesophageal Fistula Repair","year":2015,"lang":"en","type":"review","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Tracheoesophageal fistula; Airway; Airway management; Fistula; Surgery; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002019547,0.0003749485,0.002625827,0.0005218969,0.000048763,0.00002720451,0.0001054817,0.000386478,0.000009141539],"category_scores_gemma":[0.00002323422,0.0002800988,0.001235873,0.0002256946,0.0001324745,0.00011199,0.00004611422,0.0007043894,0.000006772586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121316,"about_ca_system_score_gemma":0.0001941994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001817611,"about_ca_topic_score_gemma":4.654066e-7,"domain_scores_codex":[0.9977217,0.0003653792,0.0009025014,0.0003256259,0.0004282944,0.0002564745],"domain_scores_gemma":[0.9988137,0.0000447665,0.000374769,0.000313452,0.0001301786,0.0003231573],"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":[0.00009256988,0.0002311737,0.001559416,0.01737773,0.002465507,0.04187308,0.0002439473,0.000002684088,2.265776e-7,0.0002654325,0.0007096496,0.9351786],"study_design_scores_gemma":[0.00135007,0.0005492578,0.01114515,0.004840361,0.009509175,0.05529395,0.0001331715,0.000008306049,2.171917e-7,0.00006003688,0.9167892,0.0003210786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003373911,0.9955791,0.00003778814,0.00003555118,0.00008607224,0.0005108287,0.000002970457,0.00001884998,0.0003549567],"genre_scores_gemma":[0.001684741,0.9962403,0.001210694,0.00005205535,0.0003525056,0.00001680859,0.00001249674,0.000048807,0.0003815692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9348575,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107620949649439,"score_gpt":0.3321040037511401,"score_spread":0.3010277942546457,"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."}}