{"id":"W4214501194","doi":"10.1002/cncr.34098","title":"Lung cancer screening use and implications of varying eligibility criteria by race and ethnicity: 2019 Behavioral Risk Factor Surveillance System data","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Cancer Institute","keywords":"Behavioral Risk Factor Surveillance System; Medicine; Confidence interval; Lung cancer screening; Demography; Ethnic group; Lung cancer; Task force; Behavioral risk; Environmental health; Internal medicine; Population","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":[0.005240959,0.0002676272,0.000359618,0.00127119,0.0005683388,0.0009226191,0.0009444323,0.0005275619,0.001370468],"category_scores_gemma":[0.01172504,0.0003023507,0.001065866,0.002222197,0.0003264128,0.000651221,0.001111507,0.000810341,0.0003514887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491242,"about_ca_system_score_gemma":0.001095704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08052459,"about_ca_topic_score_gemma":0.1079224,"domain_scores_codex":[0.9956469,0.001870551,0.0005822082,0.000681503,0.0006766763,0.0005421494],"domain_scores_gemma":[0.988028,0.003724334,0.005306376,0.0009497554,0.001339595,0.000651924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234188,0.00003918608,0.9967535,0.00002096702,0.0001230029,0.000020117,0.00006552084,0.0002804297,0.00005735823,0.00005088879,0.0009644116,0.001501239],"study_design_scores_gemma":[0.000008483378,0.00004631632,0.9970087,0.00003012165,0.00007423948,0.00007504186,0.0002678231,0.001567928,0.0001557189,0.00004727187,0.0007090578,0.000009336221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763179,0.0004573525,0.0003817356,0.0006729699,0.00004601939,0.00004104291,0.0205995,0.0000201767,0.001463374],"genre_scores_gemma":[0.9863077,0.0001426652,0.000253825,0.0002273676,0.00002321544,0.00004359542,0.01277231,0.000008041386,0.0002213903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08052459,"threshold_uncertainty_score":0.1601118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07503323492529768,"score_gpt":0.4179604602892895,"score_spread":0.3429272253639918,"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."}}