{"id":"W3182225218","doi":"10.1016/j.chest.2021.06.066","title":"Addressing Sex Disparities in Lung Cancer Screening Eligibility","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Lung cancer; Lung cancer screening; Task force; Cancer; Cohort; Demography; Internal medicine; Prospective cohort study; Cohort study","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":[0.00341504,0.0001251121,0.0002822425,0.0009890528,0.001217179,0.001280822,0.0004487663,0.0009986541,0.007608472],"category_scores_gemma":[0.01862084,0.0001489596,0.0005440169,0.0008617411,0.0004805441,0.001120824,0.002151744,0.001736206,0.0002582383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429978,"about_ca_system_score_gemma":0.006527142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02500671,"about_ca_topic_score_gemma":0.07506739,"domain_scores_codex":[0.9972618,0.001074155,0.0001842281,0.000216934,0.0005162687,0.0007465607],"domain_scores_gemma":[0.9944565,0.002366825,0.0008006742,0.0001391651,0.0006191446,0.001617625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002700466,0.0006703997,0.7229534,0.0005595655,0.0002470122,0.0002171359,0.003030554,0.00025831,0.0004597411,0.02090286,0.02652224,0.2239088],"study_design_scores_gemma":[0.0002362093,0.0004835688,0.8746999,0.003016389,0.0005478614,0.0004656733,0.01295707,0.001620906,0.0005907273,0.03313261,0.07220576,0.00004326585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6731296,0.0188834,0.001149059,0.2283945,0.001817116,0.0001290689,0.001386583,0.00002899492,0.07508175],"genre_scores_gemma":[0.9797794,0.002799858,0.0003522333,0.01438613,0.0006209841,0.00004962401,0.0001801902,0.000008315092,0.001823248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02500671,"threshold_uncertainty_score":0.04972231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07140287761381467,"score_gpt":0.4004170594105473,"score_spread":0.3290141817967326,"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."}}