{"id":"W2070680785","doi":"10.1186/s12905-015-0166-5","title":"Multiplicative disadvantage of being an unmarried and inadequately insured woman living in poverty with colon cancer: historical cohort exploration in California","year":2015,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Windsor Regional Hospital; Ontario Tech University; Public Health Ontario; University of Toronto; Western University; University of Windsor","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Cancer Institute; Centers for Disease Control and Prevention; Cancer Registry of Greater California; California Department of Public Health; University of Windsor; Canadian Institutes of Health Research; University of Southern California","keywords":"Disadvantage; Poverty; Cohort; Colorectal cancer; Medicine; Demography; Gerontology; Cancer; Socioeconomics; Geography; Environmental health; Economic growth; Sociology; Political science; Economics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009829175,0.0001313659,0.0004776136,0.0001504752,0.00004212503,0.000007881144,0.00005915663,0.00006142996,0.000003632321],"category_scores_gemma":[0.0001880847,0.0001118514,0.00001110362,0.0003976328,0.00004208554,0.0002790083,0.00003048234,0.0001853694,6.307966e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004504169,"about_ca_system_score_gemma":0.001043537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01943754,"about_ca_topic_score_gemma":0.04068514,"domain_scores_codex":[0.998431,0.0001689785,0.0004189136,0.0003053465,0.0003289434,0.0003468111],"domain_scores_gemma":[0.9990969,0.00006783256,0.0002025601,0.0001726138,0.00008675858,0.0003732869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001423355,0.0001176263,0.9741892,0.0001467251,0.000006568358,0.000007931561,0.02211547,0.0001154207,0.0001373255,0.000041065,0.00004398197,0.001655348],"study_design_scores_gemma":[0.002717921,0.001983514,0.9781789,0.0006824609,0.000009189134,0.00001026489,0.01350459,0.0020491,0.00005911094,0.00009984054,0.0005402754,0.0001648971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977816,0.0003821903,0.0004300556,0.0005772157,0.00003111279,0.0006647523,0.00001226585,0.0000211733,0.00009961613],"genre_scores_gemma":[0.9978545,0.0001427886,0.001168872,0.0005540609,0.00003366972,0.0001896333,0.00001542777,0.00001507837,0.00002594763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124759,"threshold_uncertainty_score":0.9993173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068735490297429,"score_gpt":0.3690023192802857,"score_spread":0.2621287702505427,"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."}}