{"id":"W4388571653","doi":"10.1093/jncimonographs/lgad016","title":"Contribution of smoking, disease history, and survival to lung cancer disparities in Black individuals","year":2023,"lang":"en","type":"article","venue":"JNCI Monographs","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Lung cancer; Medicine; Cancer; Cohort; Demography; Disease; Mortality rate; Incidence (geometry); Oncology; Internal medicine","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":[0.0003283333,0.000106025,0.0002707852,0.0003155372,0.00002629404,0.000008762188,0.00006185263,0.00005327928,0.00004074167],"category_scores_gemma":[0.0001633444,0.0001025424,0.00006474764,0.0005014116,0.0001034985,0.00008762789,0.00005464596,0.0001039513,0.000001976139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746383,"about_ca_system_score_gemma":0.0001063622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791075,"about_ca_topic_score_gemma":0.0005657341,"domain_scores_codex":[0.9989473,0.00003319741,0.0002340719,0.0002036276,0.0003146046,0.0002671691],"domain_scores_gemma":[0.9994422,0.00004709142,0.00006290634,0.0001475985,0.00009252887,0.0002076765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597612,0.00001821741,0.985741,0.0001098762,0.00003562506,0.00002465564,0.0005571409,0.00005546246,0.0001126271,0.0005613415,0.01212387,0.0005004218],"study_design_scores_gemma":[0.0007700092,0.0000646953,0.9938983,0.0004137396,0.0000858477,5.720585e-7,0.0002190299,0.0004143913,0.00008865561,0.0001695925,0.003771048,0.0001041334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939553,0.004130504,0.00002546799,0.001014453,0.000212103,0.0003176774,0.00007872529,0.00004872609,0.0002170749],"genre_scores_gemma":[0.998526,0.0007341755,0.00002471062,0.0004279572,0.00005590179,0.00006469042,0.00004550664,0.000009720887,0.0001113431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008352823,"threshold_uncertainty_score":0.4219289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191286453337398,"score_gpt":0.3403218527987436,"score_spread":0.2884089882653696,"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."}}