{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002020739,0.0001036411,0.0002553732,0.00004904844,0.000106458,0.0000831171,0.00003879402,0.00005023144,0.00037004],"category_scores_gemma":[0.00007118463,0.00008384795,0.0000934874,0.0001293544,0.00003430972,0.0001053024,0.00003008807,0.0003372005,0.000001577966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169837,"about_ca_system_score_gemma":0.0003724816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002162672,"about_ca_topic_score_gemma":0.0002418371,"domain_scores_codex":[0.9990854,0.00004116659,0.0002389724,0.0001783413,0.0002136619,0.0002424877],"domain_scores_gemma":[0.9994832,0.0000565455,0.00006639262,0.0001448136,0.00009523721,0.0001538488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003254379,0.0001663501,0.9827533,0.0002455315,0.0001035305,0.0007719797,0.0002973613,0.00005903182,0.0002319329,0.00001446891,0.002041707,0.01328231],"study_design_scores_gemma":[0.00204994,0.00003034717,0.9828373,0.00194796,0.0001458703,0.0004032138,0.0002587162,0.0003886044,0.008910082,0.00008809083,0.002833183,0.0001067029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665242,0.02444501,0.0002427737,0.006818803,0.0002761916,0.00009423656,0.000006153788,0.00001609933,0.001576481],"genre_scores_gemma":[0.9942335,0.002777591,0.001446246,0.0005713981,0.0004827591,0.00001986096,0.000006144297,0.00001395643,0.0004484869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0277093,"threshold_uncertainty_score":0.4051678,"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."}}