{"id":"W1896487335","doi":"10.5858/arpa.2014-0454-oa","title":"Sensitivity and Specificity of Community Fecal Immunotesting Screening for Colorectal Carcinoma in a High-Risk Canadian Population","year":2015,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Medicine; Feces; Internal medicine; Colorectal cancer; Population; Oncology; Carcinoma; Gastroenterology; Biology; Environmental health; Cancer; Ecology","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":[0.001394189,0.0003586064,0.0003102367,0.001178778,0.0007045987,0.0007937843,0.0007037903,0.0005243319,0.001110352],"category_scores_gemma":[0.009028266,0.0003138288,0.0004210705,0.001046849,0.0007799653,0.0002570868,0.0004267085,0.0003934882,0.0001285848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005118365,"about_ca_system_score_gemma":0.005656662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7883956,"about_ca_topic_score_gemma":0.7887638,"domain_scores_codex":[0.9989709,0.0001397814,0.00005394102,0.000152369,0.0004649639,0.0002181834],"domain_scores_gemma":[0.9970413,0.0008611417,0.0005575102,0.0001078696,0.0009394402,0.0004927408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580853,0.00001526868,0.9967532,0.00001523891,0.00005180583,0.00003477502,0.00005990042,0.0001214856,0.0002058192,0.00001422476,0.0001287532,0.002441387],"study_design_scores_gemma":[0.000007345392,0.00005687038,0.9988187,0.000006345278,0.00005773671,0.0001064213,0.0001044757,0.0006283543,0.00009167256,0.00001175899,0.0001051897,0.000005146557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981865,0.0004222125,0.0000828733,0.00007360894,0.000004787558,0.00001340178,0.0003077423,0.00001198191,0.0008968902],"genre_scores_gemma":[0.9995196,0.0000933784,0.0001093044,0.0000116298,0.000003607046,0.0000024827,0.0002007541,0.000001268104,0.00005802721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116044,"threshold_uncertainty_score":0.4257011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434358072334323,"score_gpt":0.280986183902813,"score_spread":0.2466426031794698,"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."}}