{"id":"W4409824849","doi":"10.1080/03630242.2025.2495907","title":"Income and education inequalities in ovarian cancer mortality in Canada: 1990–2019","year":2025,"lang":"en","type":"article","venue":"Women & Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canada Research Chairs","keywords":"Inequality; Ovarian cancer; Demography; Medicine; Socioeconomics; Gerontology; Cancer; Sociology; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001462681,0.0000730434,0.0002539784,0.0001236669,0.0002014829,0.00002567069,0.00009902416,0.0000445474,0.00007683288],"category_scores_gemma":[0.0001067001,0.00007689519,0.000007811514,0.0004277142,0.00004765987,0.0001035384,0.0000287512,0.000144336,6.34921e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006271217,"about_ca_system_score_gemma":0.03727921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997569,"about_ca_topic_score_gemma":0.9998025,"domain_scores_codex":[0.9983559,0.0003236698,0.0003766488,0.0001697201,0.0001829869,0.0005910324],"domain_scores_gemma":[0.99945,0.0001362679,0.00007280156,0.0001077644,0.00002302205,0.000210201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004620332,0.00001735452,0.9227202,0.0003214229,0.000002226064,5.080283e-7,0.01874224,0.000002562955,4.013449e-8,0.05177494,0.0005692919,0.005844614],"study_design_scores_gemma":[0.0001695997,0.000004968521,0.9342176,0.0001596221,5.209913e-7,3.183325e-8,0.04462161,0.00000511638,1.826709e-7,0.002782365,0.0179767,0.00006168386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699541,0.001877971,0.000001224578,0.0238701,0.0007517831,0.0003100385,0.00002732118,0.000008610922,0.00319888],"genre_scores_gemma":[0.9842383,0.002085768,0.00001596712,0.01205286,0.00006633611,0.0001188125,0.000003943753,0.00000357054,0.001414463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04899257,"threshold_uncertainty_score":0.9975435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899210979252185,"score_gpt":0.380086945342102,"score_spread":0.3510948355495802,"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."}}