{"id":"W2099502884","doi":"10.1093/epirev/mxr007","title":"Organized Colorectal Cancer Screening in Integrated Health Care Systems","year":2011,"lang":"en","type":"review","venue":"Epidemiologic Reviews","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fecal occult blood; Sigmoidoscopy; Cancer screening; Population; Outreach; Health care; Colorectal cancer; Family medicine; Test (biology); Colorectal cancer screening; Cancer; Internal medicine; Environmental health; Colonoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656121,0.0006628354,0.001405554,0.003285412,0.0003576407,0.001225124,0.0009285095,0.001080709,0.003562787],"category_scores_gemma":[0.004548728,0.000396905,0.001181227,0.004800846,0.0004713451,0.001543613,0.001012605,0.0009325774,0.0004393704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003078304,"about_ca_system_score_gemma":0.005204912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009885231,"about_ca_topic_score_gemma":0.01370584,"domain_scores_codex":[0.9987206,0.000547447,0.0001922647,0.0001078582,0.0003270783,0.0001047673],"domain_scores_gemma":[0.9983616,0.0008917609,0.0003541211,0.0000389841,0.0002876371,0.00006585055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007366122,0.00008822924,0.001068776,0.0881329,0.0005916586,0.0001275156,0.0002343716,0.0006299858,0.0001706779,0.005490195,0.01829729,0.8850947],"study_design_scores_gemma":[0.0001921264,0.0004880713,0.01352758,0.1679356,0.002469019,0.00146285,0.0006560412,0.000481789,0.0003585804,0.005773221,0.8066034,0.0000517002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001554887,0.9985483,0.00006281964,0.0002804926,0.00006357081,0.00001542149,0.00001252493,0.000003900257,0.0008573846],"genre_scores_gemma":[0.003503617,0.9956728,0.0002945518,0.0002485286,0.00007977065,0.00002857355,0.00002606792,8.67245e-7,0.0001452264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009885231,"threshold_uncertainty_score":0.02233469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2130588106447518,"score_gpt":0.4328742793062496,"score_spread":0.2198154686614978,"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."}}