{"id":"W2946000512","doi":"10.1007/s10552-019-01186-y","title":"Awareness and interest in lung cancer screening among current and former smokers: findings from the ITC United States Survey","year":2019,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"National Cancer Institute; Canadian Institutes of Health Research; Cancer Prevention and Research Institute of Texas","keywords":"Medicine; Lung cancer screening; Lung cancer; Psychosocial; Odds ratio; Cancer screening; Population; Confidence interval; Public health; Family medicine; Logistic regression; Smoking cessation; Cancer; Environmental health; Demography; Internal medicine; Pathology; Psychiatry","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":[0.0002029954,0.0002430126,0.000458417,0.00009754305,0.00008350707,0.00008145359,0.00008214591,0.00006531394,0.0001620137],"category_scores_gemma":[0.00004523905,0.0001589953,0.00004627056,0.0002095615,0.0001098599,0.0001556888,0.00005352237,0.0002309807,0.000001479686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151483,"about_ca_system_score_gemma":0.0001328915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09980703,"about_ca_topic_score_gemma":0.06824947,"domain_scores_codex":[0.9987566,0.00009084344,0.0002599259,0.0004176825,0.0001453925,0.0003295483],"domain_scores_gemma":[0.9987877,0.0006288157,0.00009973932,0.000237344,0.0001137846,0.0001325864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003813665,0.00004476997,0.9930524,0.0001059543,0.0004152444,0.000007662708,0.0008876048,0.0001040596,0.00003301031,0.000009165248,0.001092298,0.00386645],"study_design_scores_gemma":[0.007000672,0.00007777525,0.9840178,0.001833995,0.0003858815,9.524489e-7,0.0002648936,0.003964869,0.0001922509,0.000009902852,0.002067559,0.0001834625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592478,0.03733585,0.00004258235,0.001433493,0.0003818836,0.0009510387,0.0005785482,0.00002247876,0.00000637522],"genre_scores_gemma":[0.9878048,0.01034846,0.000004336853,0.00105579,0.000112288,0.0004359272,0.0001710608,0.0000310786,0.00003631504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03155756,"threshold_uncertainty_score":0.9487525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678106344429069,"score_gpt":0.3386402612756363,"score_spread":0.2918591978313457,"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."}}