{"id":"W4392303260","doi":"10.1053/j.gastro.2024.02.035","title":"Prevalence of Sessile Serrated Lesions in Individuals With Positive Fecal Immunochemical Test Undergoing Colonoscopy: Results From a Large Nationwide Veterans Affairs Database","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NYU Grossman School of Medicine; York University; University of Minnesota","keywords":"Veterans Affairs; Colonoscopy; Feces; Medicine; Test (biology); Database; Internal medicine; Colorectal cancer; Microbiology; Biology; Ecology; Computer science; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004771863,0.000254043,0.0003798119,0.001351382,0.0003844091,0.0007478779,0.0004335815,0.0004488225,0.001558193],"category_scores_gemma":[0.001536999,0.0002935208,0.0006370185,0.00197031,0.0001912476,0.0006179994,0.0005806081,0.0004284526,0.0002513614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372428,"about_ca_system_score_gemma":0.0003289221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548473,"about_ca_topic_score_gemma":0.02216579,"domain_scores_codex":[0.9995241,0.0001138685,0.00007640081,0.0001314969,0.00007724127,0.000076996],"domain_scores_gemma":[0.9987606,0.0001851162,0.0006243032,0.00008931953,0.000129045,0.0002115846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004162926,0.00001403942,0.999405,0.000004812985,0.00004570183,0.00001588886,0.00001936456,0.000009255593,0.00005355881,0.000004625217,0.00008963375,0.0002963591],"study_design_scores_gemma":[0.000003870636,0.00002087511,0.9996098,0.000002174784,0.000022371,0.00008019306,0.00009751247,0.00007460551,0.00001568122,0.000003813889,0.00006750261,0.000001728848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965696,0.0001592178,0.00004406206,0.00003445228,0.000004101847,0.000006331956,0.00284526,0.000006192961,0.0003306481],"genre_scores_gemma":[0.9974505,0.00009412524,0.0000735358,0.00003754821,0.000008415309,0.000007905828,0.002187642,0.000002550625,0.0001376919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548473,"threshold_uncertainty_score":0.0307892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257247838888518,"score_gpt":0.2753194930228509,"score_spread":0.2627470146339657,"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."}}