{"id":"W2064026290","doi":"10.1016/j.cdp.2005.04.001","title":"Association between subject factors and colorectal cancer screening participation in Ontario, Canada","year":2005,"lang":"en","type":"article","venue":"Cancer Detection and Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital; Cancer Care Ontario; University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Colorectal cancer; Colonoscopy; Fecal occult blood; Population; Odds ratio; Sigmoidoscopy; Cancer registry; Incidence (geometry); Cancer; Logistic regression; Internal medicine; Family history; Demography; Gynecology; Oncology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006660504,0.0002581656,0.0005341918,0.00131445,0.003003323,0.001341175,0.001345103,0.0006981286,0.003425759],"category_scores_gemma":[0.003589089,0.0004806359,0.0007834649,0.003941017,0.0007093381,0.0003340244,0.0006677191,0.000876727,0.0002650771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0209929,"about_ca_system_score_gemma":0.03963122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966232,"about_ca_topic_score_gemma":0.9984818,"domain_scores_codex":[0.9988042,0.0001200562,0.00009825372,0.0001452834,0.0004343117,0.000397841],"domain_scores_gemma":[0.9953102,0.0004152385,0.000870464,0.0001252724,0.001717248,0.001561602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312673,0.0000457672,0.9954029,0.00002883084,0.00005687146,0.00009887609,0.0007734396,0.00005435736,0.0001484138,0.00007258615,0.001210858,0.001975904],"study_design_scores_gemma":[0.00001088349,0.00001976241,0.9982943,0.00001976772,0.00002521989,0.00003058664,0.0007818699,0.0001082934,0.00002429084,0.00001364778,0.0006653632,0.000006053063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902557,0.0009267515,0.00008928577,0.000842509,0.00003820616,0.00004828426,0.003078442,0.0000153362,0.004705515],"genre_scores_gemma":[0.994849,0.0006442248,0.0001378881,0.0001598303,0.0000164197,0.00002140615,0.0008381099,0.000007863131,0.003325157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209929,"threshold_uncertainty_score":0.1523148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771794102963572,"score_gpt":0.2967178217654642,"score_spread":0.2689998807358285,"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."}}