{"id":"W2011843284","doi":"10.1158/1055-9965.epi-09-0135","title":"Association of Area Socioeconomic Status and Breast, Cervical, and Colorectal Cancer Screening: A Systematic Review","year":2009,"lang":"en","type":"review","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"National Cancer Institute","keywords":"Socioeconomic status; Medicine; Logistic regression; Breast cancer; Cervical cancer; Demography; Cancer; Environmental health; Population; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003631787,0.0005521306,0.005777704,0.0002050898,0.00009919424,0.0000122244,0.0001450303,0.0007724149,0.0001744318],"category_scores_gemma":[0.000878336,0.0004488164,0.000731489,0.0002296655,0.0001961873,0.0001445337,0.00008947269,0.0004546053,0.000004919608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210501,"about_ca_system_score_gemma":0.0006381668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006341337,"about_ca_topic_score_gemma":0.0002625832,"domain_scores_codex":[0.9946458,0.001535399,0.002202912,0.0007946243,0.0002043429,0.0006168738],"domain_scores_gemma":[0.9947618,0.001078571,0.003343912,0.000310014,0.000207575,0.0002980801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001068668,0.00003189301,0.0235993,0.6186805,0.003601944,0.00000388872,0.00002486182,4.193223e-7,0.000001005749,0.00002245051,0.006607508,0.3473193],"study_design_scores_gemma":[0.0008548622,0.0003155271,0.01428368,0.9278678,0.02697047,0.0002125352,0.00004259239,0.00006310341,4.85596e-7,0.0003131158,0.02855568,0.0005201405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003758606,0.9941615,0.00007509499,0.001687407,0.0001878127,0.003236026,0.0001874137,0.00004200821,0.0000469065],"genre_scores_gemma":[0.0001562052,0.9969805,0.0004690621,0.0008336438,0.0001359998,0.0008605011,0.0002710028,0.00003769263,0.0002553973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3467992,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087422790303457,"score_gpt":0.4239135293990216,"score_spread":0.3151712503686759,"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."}}