{"id":"W2180031611","doi":"10.1016/j.chest.2016.04.019","title":"Low Prevalence of High-Grade Lesions Detected With Autofluorescence Bronchoscopy in the Setting of Lung Cancer Screening in the Pan-Canadian Lung Cancer Screening Study","year":2016,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; St. Joseph’s Healthcare Hamilton; Juravinski Cancer Centre; Beatrice Hunter Cancer Research Institute; Institut Universitaire de Cardiologie et de Pneumologie de Québec; Brock University; McMaster University; Dalhousie University; Ottawa Hospital; University Health Network; Foothills Medical Centre; BC Cancer Agency; Princess Margaret Cancer Centre; University of Calgary","funders":"","keywords":"Medicine; Lung cancer; Autofluorescence; Lung cancer screening; Bronchoscopy; Lung; Cancer; Radiology; Pathology; Internal medicine; Fluorescence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001198018,0.000454713,0.000552137,0.001724197,0.001857716,0.001423564,0.001845588,0.000894026,0.001758735],"category_scores_gemma":[0.005879318,0.0004678522,0.0007049886,0.003373775,0.001016025,0.0005274086,0.0006729465,0.0009916391,0.0001433569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00767277,"about_ca_system_score_gemma":0.01099275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9609923,"about_ca_topic_score_gemma":0.9666103,"domain_scores_codex":[0.9981694,0.0002335538,0.0001149369,0.0003229978,0.0006093348,0.0005497633],"domain_scores_gemma":[0.9965108,0.0003023178,0.0007086446,0.0001806004,0.001462344,0.0008353132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008140125,0.00001650888,0.9981494,0.00002206727,0.00005304832,0.00008169974,0.0001795851,0.00002797677,0.0001584313,0.00005796888,0.0003629457,0.0008091257],"study_design_scores_gemma":[0.000003310867,0.00001415005,0.9991136,0.00001172458,0.00003510095,0.00009597537,0.0004255152,0.00007899568,0.0000296413,0.00001247538,0.0001722449,0.000007227276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920315,0.001585552,0.00009963567,0.0004499025,0.00002312223,0.00002189599,0.002615377,0.00001167528,0.003161367],"genre_scores_gemma":[0.999017,0.0002690894,0.00004065925,0.00005706135,0.000006277002,0.00000354515,0.000438685,0.000002363607,0.0001653247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03900772,"threshold_uncertainty_score":0.07847482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269827173051076,"score_gpt":0.3354209099785786,"score_spread":0.3127226382480678,"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."}}