{"id":"W4404753347","doi":"10.1183/23120541.00435-2024","title":"Prognostic factors after therapeutic bronchoscopy for tracheo- or broncho-oesophageal fistulas: results from the EpiGETIF registry","year":2024,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"AstraZeneca France","keywords":"Medicine; Bronchoscopy; Surgery; Stent; Internal medicine; Gastroenterology","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":[0.001704182,0.0001997638,0.0005367949,0.001688781,0.0002063993,0.0007278777,0.0003501908,0.0003853045,0.001527201],"category_scores_gemma":[0.004823505,0.0001324205,0.000571815,0.001988803,0.0002058354,0.0007276232,0.00060814,0.0003203285,0.0003496239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293738,"about_ca_system_score_gemma":0.0004038762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337904,"about_ca_topic_score_gemma":0.002706893,"domain_scores_codex":[0.9985847,0.0003401363,0.0002245669,0.000281831,0.0002742952,0.0002945732],"domain_scores_gemma":[0.9941837,0.001384471,0.003295079,0.0003079083,0.0003620474,0.0004667274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066932,0.000007499871,0.9981403,0.00001721806,0.00002490498,0.00004072699,0.00002578943,0.00003868016,0.00004540899,0.000008269078,0.0001480099,0.001296448],"study_design_scores_gemma":[0.000008782952,0.00005557937,0.999215,0.00001676431,0.00001947643,0.0002112511,0.00007247796,0.00005784997,0.0000381109,0.000008877438,0.0002929354,0.000002927831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919517,0.001028333,0.00008521166,0.0000667648,0.00000928897,0.00001283619,0.006267001,0.000008448869,0.0005703386],"genre_scores_gemma":[0.9915154,0.0003289601,0.00008313323,0.00002534219,0.00001942836,0.00002333156,0.007877674,0.000005254327,0.0001214515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00337904,"threshold_uncertainty_score":0.009012699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.179215296220371,"score_gpt":0.4469312544968546,"score_spread":0.2677159582764836,"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."}}