{"id":"W152204128","doi":"10.1155/2008/761208","title":"Fecal DNA Screening in Colorectal Cancer","year":2008,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fecal occult blood; Colorectal cancer; Medicine; Feces; Disease; Internal medicine; Colorectal cancer screening; Intensive care medicine; Cancer; Gold standard (test); Oncology; Test (biology); Colonoscopy; Gastroenterology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002161673,0.0003242758,0.002070309,0.001465077,0.00007035605,0.00001563369,0.0002030726,0.0003649908,0.0001673782],"category_scores_gemma":[0.0001173864,0.0002839403,0.0006357761,0.0003374537,0.0001745513,0.00006360119,0.00001805682,0.00135365,0.000006234264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007582722,"about_ca_system_score_gemma":0.003227816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005447037,"about_ca_topic_score_gemma":0.1320769,"domain_scores_codex":[0.997822,0.0002198367,0.0008999763,0.0002515478,0.0001770651,0.0006295827],"domain_scores_gemma":[0.9982516,0.00005811155,0.0005790696,0.0001228399,0.000152333,0.0008360191],"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":[0.004335607,0.00003777208,0.03403569,0.001320282,0.0005904202,0.006904921,0.0001454059,0.00002106115,0.000001516673,0.000002158232,0.004275749,0.9483294],"study_design_scores_gemma":[0.001664862,0.008158293,0.007585957,0.01001284,0.0005095613,0.04372508,0.00002002314,0.00001359698,0.000002074779,0.000002030789,0.9281372,0.0001684993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02402507,0.9741132,0.00009555887,0.0001857607,0.001044965,0.0002892633,0.00004167118,0.000007983625,0.0001964911],"genre_scores_gemma":[0.01207683,0.9865482,0.0002222079,0.0002054739,0.0007955531,0.00002600097,0.00001755972,0.00005220981,0.00005596947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9481609,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918675792938661,"score_gpt":0.3076056884274123,"score_spread":0.2684189304980257,"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."}}