{"id":"W2975401035","doi":"10.3390/gidisord1040031","title":"Referral for Colonoscopy in Patients with Streptococcus bovis Bacteremia and the Association with Colorectal Cancer and Adenomatous Polyps: A Quality Assurance Study","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Streptococcus bovis; Colonoscopy; Medicine; Bacteremia; Colorectal cancer; Internal medicine; Gastroenterology; Referral; Endocarditis; Infective endocarditis; Cancer; General surgery; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427244,0.0001584404,0.0003343306,0.00004715536,0.00007246229,0.00003537647,0.00003746164,0.00001857077,0.00001078847],"category_scores_gemma":[0.0001981541,0.00009880446,0.00002814816,0.0001010854,0.00007303092,0.00008403265,0.00002972138,0.0001563141,0.000001328846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749957,"about_ca_system_score_gemma":0.00005194767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009273628,"about_ca_topic_score_gemma":0.003893376,"domain_scores_codex":[0.9989371,0.0001101199,0.000183604,0.0002972017,0.0002220488,0.0002499463],"domain_scores_gemma":[0.9992294,0.0003354139,0.000173442,0.00009972411,0.0001156338,0.00004643416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005783137,0.0003922925,0.9924555,0.00007615863,0.0001022093,0.000001779563,0.0003610229,0.00002331391,0.000006579996,0.00006350569,0.0001118843,0.0006226475],"study_design_scores_gemma":[0.0218086,0.006039749,0.9704239,0.000259537,0.0001030121,0.000003248064,0.001140266,0.00004954992,0.000003425784,0.00001286314,0.00004451638,0.0001113331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949018,0.00003425844,0.00006083458,0.000289153,0.000030966,0.004329126,0.00003923896,0.00001926367,0.0002953853],"genre_scores_gemma":[0.998796,0.00001237585,0.0002718095,0.0001062932,0.00001407317,0.0007369787,0.00001997565,0.00001683312,0.00002561752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02203157,"threshold_uncertainty_score":0.4029129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006060802145762595,"score_gpt":0.2613351131529748,"score_spread":0.2552743110072122,"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."}}