{"id":"W1989554642","doi":"10.4236/ojpm.2014.46051","title":"Predictors of Low Colorectal Cancer Screening in an Urban Academic Family Practice","year":2014,"lang":"en","type":"article","venue":"Open Journal of Preventive Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Fecal occult blood; Colonoscopy; Colorectal cancer screening; Psychological intervention; Family history; Population; Cancer screening; Cancer; Internal medicine; Demography; Family medicine; Environmental health; Psychiatry","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":[0.0003911887,0.0001482657,0.0001732535,0.0006486072,0.0008435815,0.0006796077,0.0003777135,0.0003315153,0.003447706],"category_scores_gemma":[0.003913548,0.0001852648,0.0001321649,0.0009240761,0.0005095988,0.0003132746,0.0005139489,0.0004225816,0.0002136756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010385,"about_ca_system_score_gemma":0.001297443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04747701,"about_ca_topic_score_gemma":0.06345372,"domain_scores_codex":[0.9995157,0.0001111674,0.00004654904,0.00006204707,0.0001554106,0.0001091571],"domain_scores_gemma":[0.9965275,0.0004986102,0.001535094,0.0000541617,0.0003102754,0.001074337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001186249,0.00001941471,0.9991643,0.000004421002,0.000004186787,0.00004832918,0.00009987097,0.00001218968,0.00002539539,0.00000458395,0.0001196362,0.0004858347],"study_design_scores_gemma":[0.000001975757,0.00003143707,0.9990264,0.000007604986,0.000003928932,0.0001548023,0.0005770203,0.00008034163,0.00001025451,0.000006443739,0.00009829273,0.000001493463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990826,0.0001734216,0.00002255734,0.0001919873,0.000004805946,0.000006000454,0.00007697358,0.000002254,0.0004394923],"genre_scores_gemma":[0.999793,0.00005606527,0.00002150473,0.0000287202,0.000005510094,0.000002269721,0.00004576604,5.175906e-7,0.00004670952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04747701,"threshold_uncertainty_score":0.0944013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374718873865009,"score_gpt":0.3670724341761331,"score_spread":0.333325245437483,"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."}}