{"id":"W4206053303","doi":"10.1136/bmjopen-2021-048748","title":"Opt-out universal HCV and HIV screening in a Canadian emergency room: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Université de Montréal; Université du Québec; Centre Hospitalier de l’Université de Montréal","funders":"Ministère de la Santé et des Services sociaux; Gilead Sciences; Ministère de la Santé; Merck","keywords":"Medicine; Medical prescription; Hepatitis C; Population; Hepatitis C virus; Cross-sectional study; Internal medicine; Viral load; Pediatrics; Human immunodeficiency virus (HIV); Immunology; Virus; Pathology","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":[0.00116778,0.0007365591,0.0005674617,0.00156327,0.003856424,0.00129127,0.001827276,0.001036974,0.003411292],"category_scores_gemma":[0.002376814,0.001139737,0.0008421463,0.003847391,0.001021284,0.0007293372,0.001332848,0.001485149,0.000458069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01528694,"about_ca_system_score_gemma":0.01552901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9623696,"about_ca_topic_score_gemma":0.9706756,"domain_scores_codex":[0.9983519,0.0001168188,0.0001044459,0.0002574954,0.0006076659,0.0005616342],"domain_scores_gemma":[0.9976125,0.0001634863,0.0006664618,0.0000839566,0.0007664157,0.0007071901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005047074,0.00009307482,0.998194,0.00002299185,0.00003214927,0.00008207152,0.0005377849,0.00001767543,0.00006596588,0.0000162556,0.0002276682,0.0006599088],"study_design_scores_gemma":[0.000008632875,0.00006840471,0.9984506,0.00001462708,0.0000149151,0.00008624098,0.001035424,0.00008008358,0.00001859241,0.00000514439,0.0002085968,0.000008673211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968787,0.0001561287,0.00004483421,0.00009809284,0.000005185939,0.000112591,0.001631652,0.000003920359,0.001068763],"genre_scores_gemma":[0.9975921,0.0002965847,0.000165214,0.0001967216,0.000007698812,0.00005287752,0.001097184,0.000003970204,0.0005877477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03763044,"threshold_uncertainty_score":0.110915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639999080327693,"score_gpt":0.4723950718775975,"score_spread":0.3083951638448281,"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."}}