{"id":"W3217126847","doi":"10.1111/liv.15123","title":"Cost‐effectiveness analysis of hepatitis C virus (HCV) point‐of‐care assay for HCV screening","year":2021,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Ontario Ministry of Research and Innovation","keywords":"Medicine; Hepatitis C virus; Point of care; Point-of-care testing; Hepatitis C; Viral load; Cost effectiveness; Quality-adjusted life year; Virology; Health care; Flaviviridae; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003789199,0.0001085897,0.0004299708,0.0004720438,0.00003594787,0.00001753362,0.0001619043,0.00008244152,0.001639567],"category_scores_gemma":[0.0009809893,0.0001124787,0.0003743054,0.000561599,0.0000751398,0.0001143484,0.0001153417,0.0001330188,0.00001092073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613142,"about_ca_system_score_gemma":0.0001653443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909613,"about_ca_topic_score_gemma":0.001525136,"domain_scores_codex":[0.9983672,0.0001545674,0.0003330908,0.0002790648,0.0006936727,0.0001723779],"domain_scores_gemma":[0.9971021,0.0007116382,0.0001235367,0.0002371137,0.001740122,0.00008552658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005167451,0.000211902,0.885196,0.0002995562,0.004433874,0.000117662,0.0006577269,0.0003536015,0.009695029,0.001829728,0.0003604078,0.09632783],"study_design_scores_gemma":[0.002123824,0.0002610043,0.833064,0.0003786436,0.0009895511,0.000006775825,0.00021553,0.03380394,0.1154719,0.00006262532,0.01345303,0.0001691627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073619,0.0008384697,0.166762,0.0003839647,0.0004609875,0.001005474,0.002934679,0.00004378624,0.02020871],"genre_scores_gemma":[0.9916773,0.0002288785,0.006344993,0.00009364307,0.00009739277,0.00007759716,0.001045139,0.00001935128,0.0004156851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1843154,"threshold_uncertainty_score":0.9992731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06567509046985122,"score_gpt":0.3906299554606172,"score_spread":0.324954864990766,"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."}}