{"id":"W3135871435","doi":"10.1016/j.chest.2021.02.050","title":"Risk Perception Among a Lung Cancer Screening Population","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; Brock University; Princess Margaret Cancer Centre; Université Laval; Memorial University of Newfoundland; Institut universitaire de cardiologie et de pneumologie de Québec; University of Ottawa; University Health Network; Dalhousie University; University of Calgary; McMaster University","funders":"Takeda Canada; Partenariat Canadien Contre Le Cancer; Terry Fox Research Institute; Merck; Eisai; AstraZeneca; Bristol-Myers Squibb; Eisai Canada; Amgen","keywords":"Worry; Lung cancer; Medicine; Risk perception; Logistic regression; Lung cancer screening; Cancer; Population; Cohort study; Cohort; Internal medicine; Oncology; Perception; Environmental health; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005741759,0.0001869181,0.0002837275,0.0007752056,0.0006739583,0.001469655,0.0002062739,0.0005819266,0.003107698],"category_scores_gemma":[0.003375209,0.0001729511,0.0004072053,0.0004902874,0.0003280218,0.0006867753,0.0006650973,0.0008629358,0.0003610667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000464695,"about_ca_system_score_gemma":0.0003929225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555666,"about_ca_topic_score_gemma":0.009675867,"domain_scores_codex":[0.9995511,0.0001191124,0.00003144069,0.00005035557,0.0001244372,0.0001235291],"domain_scores_gemma":[0.9986714,0.0002752304,0.0003185141,0.00003364649,0.0002250568,0.0004762902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001651219,0.0005350951,0.9919735,0.0000103308,0.00003491465,0.0002441729,0.002766642,0.00005583954,0.0004365007,0.0000881245,0.0001813126,0.003508461],"study_design_scores_gemma":[0.0000154449,0.0006780378,0.98838,0.000009937761,0.00004085583,0.0003868866,0.009438367,0.000391972,0.00009135807,0.0001196419,0.0004330231,0.00001455454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989501,0.00005063865,0.00002581581,0.0001084868,0.000004872801,0.000006315183,0.0000336021,8.353012e-7,0.0008194541],"genre_scores_gemma":[0.9995341,0.00002956339,0.0000158035,0.00006402339,0.000005042552,0.000002640359,0.00003447596,5.11254e-7,0.0003138972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555666,"threshold_uncertainty_score":0.03093225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402828367402976,"score_gpt":0.3603764808834202,"score_spread":0.3063481972093904,"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."}}