{"id":"W4390508296","doi":"10.1093/jscr/rjad590","title":"Palliative management of a malignant tracheoesophageal fistula using repeat endobronchial laser debridement and esophageal stenting","year":2023,"lang":"en","type":"article","venue":"Journal of Surgical Case Reports","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; Dalhousie University","funders":"","keywords":"Medicine; Tracheoesophageal fistula; Esophagogastroduodenoscopy; Esophageal stent; Stent; Surgery; Dysphagia; Bronchoscopy; Esophageal stricture; Radiology; Fistula; Esophagus; Gastrostomy; Endoscopy","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":[0.00114662,0.0001815968,0.0005941619,0.0001814303,0.00009008126,0.00001729023,0.00002756493,0.00007284582,0.00006089128],"category_scores_gemma":[0.00003698455,0.0001335795,0.0002988327,0.0002827867,0.00008659551,0.0001053212,0.00007466968,0.0002532992,7.974669e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006939121,"about_ca_system_score_gemma":0.00006595101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003708615,"about_ca_topic_score_gemma":0.000002089773,"domain_scores_codex":[0.9974955,0.00007021889,0.001266298,0.0002468271,0.0006180875,0.0003030442],"domain_scores_gemma":[0.9984742,0.00009498432,0.0008418873,0.0001591927,0.0001559291,0.0002738313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004136474,0.0003040966,0.03578741,0.0005255206,0.0004093167,0.9522219,0.0002544684,0.0002987358,0.0003199195,0.00004425744,0.000140144,0.009280535],"study_design_scores_gemma":[0.009528791,0.001586085,0.2080855,0.001954724,0.002243174,0.762046,0.003975443,0.002184214,0.005517472,0.0006824187,0.001718071,0.0004781144],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973526,0.001322728,0.00006245392,0.0003177023,0.0001833582,0.0002522332,0.000005525602,0.00002031641,0.0004830617],"genre_scores_gemma":[0.9978697,0.0005166021,0.001100872,0.00002270118,0.0001673591,0.000002834328,0.000005509554,0.00001946613,0.000294946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190176,"threshold_uncertainty_score":0.5447214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424112409121227,"score_gpt":0.308341820276825,"score_spread":0.2741006961856127,"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."}}