{"id":"W4311113395","doi":"","title":"Fecal occult blood versus DNA testing: indirect comparison in a colorectal cancer screening population","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fecal occult blood; Colorectal cancer; Medicine; Occult; Internal medicine; Oncology; Feces; Dna testing; Population; Colorectal cancer screening; Gastroenterology; Cancer; Biology; Colonoscopy; Pathology; Genetics; Environmental health; Microbiology","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":[0.004506987,0.0005788253,0.0006830003,0.001148037,0.0002180917,0.0006819931,0.0005031166,0.0007001231,0.001025474],"category_scores_gemma":[0.01623314,0.0003878104,0.0007761846,0.0008080147,0.0004243276,0.0004979368,0.0009135978,0.000584231,0.0002241591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547347,"about_ca_system_score_gemma":0.00020495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961803,"about_ca_topic_score_gemma":0.002095162,"domain_scores_codex":[0.9958004,0.002858025,0.0001737329,0.0005285233,0.0004889812,0.0001502313],"domain_scores_gemma":[0.9933013,0.004599893,0.001124468,0.0003867656,0.0003593663,0.0002282705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004943703,0.0002067825,0.9860693,0.00009927098,0.001605611,0.00007139346,0.0001961586,0.0001427142,0.000351297,0.00005851545,0.0001104277,0.006144924],"study_design_scores_gemma":[0.0002977044,0.004689871,0.9894002,0.00005484555,0.001461136,0.0003581106,0.0003683166,0.002230094,0.0004766023,0.0001923002,0.0004462372,0.00002461802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981589,0.0008236122,0.0003530423,0.00003246647,0.00001653355,0.00003510308,0.0001675425,0.000003336244,0.000409496],"genre_scores_gemma":[0.999086,0.0002301721,0.0002466913,0.00004023903,0.00001937566,0.000037808,0.0001819542,0.000001953451,0.000155796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004506987,"threshold_uncertainty_score":0.02383554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4137873078186525,"score_gpt":0.5798566042090795,"score_spread":0.166069296390427,"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."}}