{"id":"W4394920863","doi":"10.1111/resp.14723","title":"Therapeutic bronchoscopy for malignant central airway obstructions caused by non‐bronchogenic cancers: Results from the <scp>EpiGETIF</scp> registry","year":2024,"lang":"en","type":"article","venue":"Respirology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"AstraZeneca France","keywords":"Medicine; Bronchoscopy; Airway; Flexible bronchoscopy; Rigid bronchoscopy; Bronchogenic carcinoma; Endobronchial ultrasound; Pathology; Radiology; Lung cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002186434,0.0002781335,0.0003732535,0.00006053494,0.0002325574,0.0000485839,0.0002426147,0.0003107763,0.00007672788],"category_scores_gemma":[0.0002426464,0.000189066,0.0002612132,0.0002357596,0.0003173171,0.00006212549,0.00003327322,0.00055013,0.00005799735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206954,"about_ca_system_score_gemma":0.000443847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706366,"about_ca_topic_score_gemma":0.0007194831,"domain_scores_codex":[0.9977884,0.0001129735,0.000466501,0.0006675376,0.0002044717,0.0007601739],"domain_scores_gemma":[0.9979475,0.001156546,0.0001055555,0.0005413303,0.0000513581,0.0001977555],"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":[0.0006663753,0.0001991574,0.00356471,0.0001980864,0.001051645,0.0000607458,0.002364713,0.000181633,0.08307514,0.0005474514,0.8805753,0.02751506],"study_design_scores_gemma":[0.003033651,0.0007689201,0.02169429,0.0001093086,0.0004338299,0.00002552661,0.0007550616,0.0007575979,0.004093288,0.001193975,0.9670278,0.0001067138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195989,0.03060069,0.002560189,0.02363609,0.002517086,0.001822846,0.01774957,0.0003466315,0.001168008],"genre_scores_gemma":[0.9881824,0.00109715,0.0001716185,0.003022994,0.001013508,0.0002372036,0.002699481,0.00006943385,0.003506197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08645255,"threshold_uncertainty_score":0.7709887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732626980969294,"score_gpt":0.2778849502277515,"score_spread":0.2605586804180586,"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."}}