{"id":"W3020374319","doi":"10.1016/j.chest.2020.04.020","title":"Management of Lung Nodules and Lung Cancer Screening During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Cancer Research UK","keywords":"Medicine; Lung cancer; Guideline; Lung cancer screening; Pulmonologists; Nodule (geology); Lung; National Lung Screening Trial; Intensive care medicine; Pandemic; Family medicine; Radiology; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19); 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":[0.0001402334,0.00009711302,0.0001809607,0.00002623181,0.0001652609,0.00002675202,0.00006828795,0.00002530366,0.0001407176],"category_scores_gemma":[0.00001844061,0.00005932324,0.00006652556,0.00008770214,0.0000498201,0.00004664719,0.00005562382,0.0001803299,6.17879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401243,"about_ca_system_score_gemma":0.00006291285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003972529,"about_ca_topic_score_gemma":0.000007291706,"domain_scores_codex":[0.9993024,0.00002127102,0.0001938921,0.0001342575,0.0001977886,0.0001503328],"domain_scores_gemma":[0.9994523,0.00003934692,0.0001179128,0.00009161464,0.00002927526,0.000269563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131239,0.00002940976,0.9908737,0.001482736,0.0007118874,0.0002395885,0.001087814,0.0001491926,0.0002420927,0.00003412231,0.00140762,0.003610581],"study_design_scores_gemma":[0.004672489,0.00008906605,0.9807413,0.0008515676,0.001105057,0.0005142236,0.0007768852,0.0008353589,0.0007996609,0.00001552528,0.009477353,0.0001215144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582205,0.01892603,0.0007263652,0.02150848,0.00008060777,0.0002530407,0.000006999926,0.00001989587,0.000258037],"genre_scores_gemma":[0.9862455,0.0114619,0.0005459615,0.001326151,0.0002993459,0.00002058422,0.000001199102,0.00001274893,0.00008658568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802498,"threshold_uncertainty_score":0.2419132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424128022313502,"score_gpt":0.3389224240352811,"score_spread":0.2946811438121461,"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."}}