{"id":"W4392372403","doi":"10.1111/resp.14697","title":"Therapeutic bronchoscopy for malignant central airway obstruction: Introduction to the <scp>EpiGETIF</scp> registry","year":2024,"lang":"en","type":"article","venue":"Respirology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Bronchoscopy; Debulking; Stent; Prospective cohort study; Airway obstruction; Surgery; Population; Airway; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000240849,0.0001608256,0.0002181483,0.00009144036,0.0001455315,0.00003294288,0.0001277493,0.000158984,0.00008379068],"category_scores_gemma":[0.0001792131,0.0001045066,0.0001433111,0.0002389315,0.0001208933,0.00004413147,0.00002355967,0.0003160233,0.0001127453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007735509,"about_ca_system_score_gemma":0.0001036421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003562531,"about_ca_topic_score_gemma":0.00003704475,"domain_scores_codex":[0.9986211,0.00007257338,0.0002426233,0.0004405407,0.000140973,0.0004822129],"domain_scores_gemma":[0.9992145,0.0001915545,0.00003814343,0.0003774716,0.00004863505,0.0001296766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005443021,0.0001883563,0.001957214,0.0005383196,0.0003527182,0.00003660229,0.00143648,0.0005230258,0.02724017,0.01538162,0.7956736,0.1561276],"study_design_scores_gemma":[0.0004168744,0.0008340712,0.009169546,0.00002304502,0.0001163759,0.0001501731,0.0003047855,0.000180915,0.003028454,0.001700946,0.9840328,0.00004201842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6798804,0.01459803,0.01465527,0.2778976,0.008293785,0.002535481,0.0004954775,0.000529877,0.001114119],"genre_scores_gemma":[0.9745315,0.0003707781,0.0007573566,0.006027434,0.009520577,0.0003571619,0.0004349829,0.00007071254,0.007929524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946511,"threshold_uncertainty_score":0.4261657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146452853400199,"score_gpt":0.2805876120604862,"score_spread":0.2659423267204662,"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."}}