{"id":"W2312810829","doi":"10.1155/2004/746145","title":"Finally... Real Utility Scores for Hepatitis C Patients!","year":2004,"lang":"en","type":"letter","venue":"Canadian Journal of Gastroenterology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greenfield Research (Canada); Dalhousie University","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Hepatitis C; Liver transplantation; Internal medicine; Population; Liver disease; Gastroenterology; Quality of life (healthcare); Disease; Gold standard (test); Chronic hepatitis; Immunology; Transplantation; Environmental health; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003090094,0.0004067902,0.0007405992,0.0006938194,0.0009216589,0.00130659,0.0006609786,0.007846218,0.006931788],"category_scores_gemma":[0.02301815,0.0002063522,0.0005386386,0.0006948393,0.001088864,0.001702236,0.0006968872,0.008295136,0.005113998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085396,"about_ca_system_score_gemma":0.0009797595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004974158,"about_ca_topic_score_gemma":0.009119452,"domain_scores_codex":[0.9981769,0.0009267824,0.0002786024,0.0001220624,0.0003727894,0.0001228558],"domain_scores_gemma":[0.9931616,0.003534199,0.0004267934,0.0003824792,0.001864712,0.0006302096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001446992,0.00005351073,0.007738468,0.00007817945,0.00001663438,0.0009643352,0.0001277794,0.00008026219,0.0001496077,0.003493402,0.9216072,0.06554591],"study_design_scores_gemma":[0.0004544188,0.0003057234,0.0288413,0.001035946,0.00003196112,0.00730764,0.0006927965,0.001292638,0.000348519,0.01745494,0.9421234,0.0001106893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002564337,0.005020376,0.000637725,0.9730412,0.008957166,0.00003835867,0.0002411439,0.00004419601,0.009455556],"genre_scores_gemma":[0.08074429,0.005913639,0.003555564,0.8571244,0.03527936,0.0002506632,0.0004634091,0.0000599072,0.01660874],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007846218,"threshold_uncertainty_score":0.02318913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637198702086556,"score_gpt":0.3414417787141796,"score_spread":0.177721908505524,"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."}}