{"id":"W2543318099","doi":"10.1016/j.ctarc.2016.10.001","title":"The role of education in colorectal cancer screening participation: Updated evidence from Canadian Community Health Survey (2011–2012)","year":2016,"lang":"en","type":"article","venue":"Cancer Treatment and Research Communications","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Sigmoidoscopy; Medicine; Graduation (instrument); Colorectal cancer; Fecal occult blood; Psychological intervention; Context (archaeology); Colonoscopy; Logistic regression; Odds; Odds ratio; Family medicine; Demography; Cancer; Gerontology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001470666,0.00009886149,0.0001976983,0.0001914049,0.001036423,0.00003090309,0.0002685381,0.00006089343,0.00008816356],"category_scores_gemma":[0.0002342845,0.0000606685,0.00003133438,0.0004145959,0.000418692,0.0001417949,0.0001093337,0.0003002912,0.000003893087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415506,"about_ca_system_score_gemma":0.003869066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9579434,"about_ca_topic_score_gemma":0.9911197,"domain_scores_codex":[0.9974542,0.001598085,0.0002651294,0.0001622445,0.0002005705,0.0003198059],"domain_scores_gemma":[0.9966049,0.001805988,0.00009383073,0.0007458568,0.0004878049,0.0002616351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006153067,0.000121181,0.5429898,0.000004239571,0.00005969146,8.739672e-8,0.0009795781,0.000001852527,0.0009468746,0.00003812014,0.0004577438,0.4537855],"study_design_scores_gemma":[0.0006072333,0.0006808538,0.9880476,0.0005094752,0.00002033701,8.211823e-7,0.000880466,0.0002509845,0.002509728,0.0001656123,0.006263049,0.0000638293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323603,0.05589378,0.00001457339,0.01050856,0.00006077766,0.0006203047,0.0001804667,0.00001599244,0.0003452252],"genre_scores_gemma":[0.9589544,0.03965967,0.00011488,0.00003290777,0.00003689952,0.0007234504,0.000100622,0.00001074622,0.0003664012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4537217,"threshold_uncertainty_score":0.7971429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935098833369035,"score_gpt":0.4711115678699571,"score_spread":0.2776016845330536,"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."}}