{"id":"W2061812637","doi":"10.1016/j.socscimed.2013.10.026","title":"A fundamental cause approach to the study of disparities in lung cancer and pancreatic cancer mortality in the United States","year":2013,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Health Statistics; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; National Geographic Society","keywords":"Socioeconomic status; Demography; Medicine; Lung cancer; Death certificate; Mortality rate; Cancer; Health equity; Population; Pancreatic cancer; Disease; National Health Interview Survey; Gerontology; Environmental health; Public health; Cause of death; Oncology; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009530134,0.000563064,0.001014738,0.006086986,0.002084347,0.002192337,0.001580157,0.001393911,0.003738856],"category_scores_gemma":[0.0287292,0.0004103833,0.002443906,0.003523559,0.002788394,0.001981508,0.004093478,0.002390245,0.00009715033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331776,"about_ca_system_score_gemma":0.01046309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641726,"about_ca_topic_score_gemma":0.03507577,"domain_scores_codex":[0.9903418,0.007173679,0.000230748,0.0008433375,0.0008979777,0.0005123852],"domain_scores_gemma":[0.9935222,0.003824952,0.0007397046,0.0009843888,0.0005812362,0.0003473591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001374565,0.0005813438,0.3245546,0.0003355498,0.001395163,0.0001852193,0.004423727,0.003750255,0.0003197292,0.6142221,0.006420135,0.04367473],"study_design_scores_gemma":[0.0002421125,0.0006463641,0.2608381,0.0007011446,0.002269626,0.0003255213,0.01376326,0.03449776,0.0007091654,0.6631614,0.02276246,0.00008303972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7208635,0.0108791,0.1376207,0.08801454,0.001973759,0.001482518,0.003958608,0.0001228128,0.03508458],"genre_scores_gemma":[0.9815201,0.001646872,0.01152453,0.001776148,0.0005569525,0.0004974222,0.000320022,0.00001522199,0.002142762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641726,"threshold_uncertainty_score":0.05252695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777642825341659,"score_gpt":0.4200282335195622,"score_spread":0.3522518052661456,"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."}}