{"id":"W2938530516","doi":"10.1093/jcag/gwz009","title":"The Impact of Transitioning From Guaiac-Fecal Occult Blood Testing to Fecal Immunochemical Testing in a Canadian Colon Cancer Screening Program","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Colonoscopy; Internal medicine; Colorectal cancer; Gastroenterology; Odds ratio; Confidence interval; Fecal occult blood; Feces; Adenoma; Retrospective cohort study; Demographics; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001270248,0.0003438544,0.0003242173,0.001035168,0.002148125,0.001073171,0.001618232,0.0006100571,0.001577695],"category_scores_gemma":[0.009093854,0.000277595,0.0006821816,0.0022311,0.0006993175,0.0003408275,0.0009395746,0.001065608,0.0001102373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03531601,"about_ca_system_score_gemma":0.05509608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888723,"about_ca_topic_score_gemma":0.9916658,"domain_scores_codex":[0.9964699,0.0004544352,0.0001399307,0.0004420237,0.001405468,0.001088208],"domain_scores_gemma":[0.9928219,0.000611362,0.001400864,0.0001292453,0.002125999,0.002910729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003094871,0.0001258231,0.9813487,0.0001074937,0.0001271835,0.0001806657,0.0002912371,0.0005453186,0.0003303606,0.000114505,0.002810481,0.01370866],"study_design_scores_gemma":[0.00002187774,0.0001221704,0.9976671,0.00005553514,0.00006507655,0.0001021731,0.0005077643,0.0006329956,0.0000723605,0.00001692843,0.0007220392,0.00001400667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842817,0.002737069,0.0002281193,0.004408292,0.00008631143,0.0001029958,0.002821021,0.00004772738,0.005286672],"genre_scores_gemma":[0.997118,0.0006835744,0.0003025568,0.000564806,0.00002203661,0.0000148457,0.0009127325,0.000005630571,0.0003758353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03531601,"threshold_uncertainty_score":0.2562367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419122540087635,"score_gpt":0.2803220458587601,"score_spread":0.2661308204578838,"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."}}