{"id":"W2734790762","doi":"10.2147/clep.s136565","title":"Fecal occult blood versus DNA testing: indirect comparison in a colorectal cancer screening population","year":2017,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Colonoscopy; Colorectal cancer; Internal medicine; Gastroenterology; Gold standard (test); Fecal occult blood; Cutoff; Colorectal cancer screening; Population; Cancer","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":[0.005928054,0.0006437264,0.0006411652,0.001744019,0.0002652953,0.0007476453,0.0004147775,0.0008330521,0.001781077],"category_scores_gemma":[0.01561334,0.0003013504,0.0008502039,0.0009920798,0.0005039829,0.0005187172,0.001028399,0.0005669051,0.000350326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421951,"about_ca_system_score_gemma":0.0001989237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009644149,"about_ca_topic_score_gemma":0.00114644,"domain_scores_codex":[0.9944238,0.003785311,0.0002593203,0.0006338226,0.0007325325,0.000165163],"domain_scores_gemma":[0.9921402,0.005149897,0.001489237,0.0003814424,0.0005833117,0.000255843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004514206,0.000274142,0.9856277,0.0001854335,0.001473324,0.00008479624,0.0002915078,0.0001450128,0.0005760551,0.00005073314,0.00008290353,0.006694206],"study_design_scores_gemma":[0.0003053221,0.006905759,0.986702,0.00006747885,0.001822319,0.0005697732,0.0004418518,0.001516169,0.0008370253,0.0001615982,0.0006447955,0.00002590485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977834,0.0009369739,0.0004224743,0.00002466128,0.00001582907,0.00004851435,0.0001789484,0.000003989759,0.0005853231],"genre_scores_gemma":[0.9988524,0.0002385126,0.0003598641,0.00003126394,0.00002948904,0.00006002823,0.0002425861,0.000002358616,0.0001833673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005928054,"threshold_uncertainty_score":0.03135091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4115441886125704,"score_gpt":0.5179444256739547,"score_spread":0.1064002370613843,"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."}}