{"id":"W3095841229","doi":"10.1183/23120541.00392-2020","title":"Performance and safety of diagnostic procedures in superior vena cava syndrome","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Superior vena cava syndrome; Malignancy; Flexible bronchoscopy; Bronchoscopy; Radiology; Superior vena cava; Surgery; Pathology","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":[0.0004710732,0.000066275,0.0002336435,0.00007306537,0.00005966149,0.00002141192,0.0001974377,0.00004231121,0.0002006846],"category_scores_gemma":[0.001410012,0.00005283757,0.00001563946,0.0003964729,0.0001543993,0.0001134623,0.0002295866,0.0003319778,0.00003987533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057442,"about_ca_system_score_gemma":0.0002664615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003963372,"about_ca_topic_score_gemma":0.0001002911,"domain_scores_codex":[0.9989728,0.00005944805,0.0001827704,0.0002129515,0.0003110729,0.0002609285],"domain_scores_gemma":[0.9993605,0.0002761262,0.00001421563,0.0001194453,0.00006645798,0.0001632352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001708454,0.0002971809,0.9651451,0.002476921,0.00002644908,0.0002354784,0.003708428,0.00002410184,0.001890582,0.0001301514,0.002400215,0.02195691],"study_design_scores_gemma":[0.001854114,0.001212472,0.9917552,0.0004521084,0.000005280393,0.00003690898,0.0008824373,0.0004314565,0.0004798788,0.00001924661,0.002801086,0.00006985188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834659,0.0006282557,3.511007e-7,0.009133064,0.000008814727,0.001019452,0.000006977039,0.000007178458,0.005730072],"genre_scores_gemma":[0.9984281,0.0008489081,0.00007012115,0.0001436666,0.00001676471,0.00005793957,0.000005600369,0.00001149517,0.0004173689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02661003,"threshold_uncertainty_score":0.2197355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07755900921377311,"score_gpt":0.3717711851247388,"score_spread":0.2942121759109657,"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."}}