{"id":"W4308147712","doi":"10.1016/j.resmer.2022.100970","title":"Eligibility to lung cancer screening among staffs of a university hospital: A large cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"Respiratory Medicine and Research","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"Hospices Civils de Lyon; AstraZeneca","keywords":"Medicine; Cross-sectional study; Family medicine; Lung cancer; Population; Feeling; Cancer screening; Demography; Cancer; Environmental health; Internal medicine; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113273,0.000291922,0.0004806423,0.001147909,0.001121368,0.0009657076,0.0006857599,0.0009921881,0.001922693],"category_scores_gemma":[0.002875951,0.0007868407,0.0004518383,0.001738302,0.000583152,0.001043924,0.001151946,0.0008257838,0.0006210326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008207568,"about_ca_system_score_gemma":0.00124045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02928985,"about_ca_topic_score_gemma":0.03870136,"domain_scores_codex":[0.9987463,0.000310421,0.0001947698,0.0001902525,0.0002158178,0.0003424026],"domain_scores_gemma":[0.9974189,0.000418738,0.0008121305,0.0001316091,0.00035383,0.000864792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002648733,0.00007744518,0.9991653,0.000005327277,0.00001264673,0.00003525865,0.0002365526,0.000006563508,0.0001407723,0.000003611704,0.00006320368,0.0002269041],"study_design_scores_gemma":[0.000003173092,0.0000771591,0.9979506,0.000004839467,0.00000829283,0.00006231153,0.001741739,0.00004339608,0.00002543198,0.000003146559,0.00007670299,0.000003136944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993314,0.00003961139,0.00003511182,0.00004788948,0.00000271981,0.00001621732,0.0003441595,0.000001629214,0.0001813484],"genre_scores_gemma":[0.9991364,0.00007033456,0.0000563519,0.0001127455,0.000006572638,0.00002141802,0.0003880733,0.000001574678,0.0002065933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02928985,"threshold_uncertainty_score":0.05823869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150204015255046,"score_gpt":0.4682594108959132,"score_spread":0.3532390093704086,"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."}}