{"id":"W4387597529","doi":"10.1093/infdis/jiad453","title":"What Is Needed to Move Toward Single-Step Diagnosis of Current HCV Infection?","year":2023,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Hepatitis C virus; Hepatitis C; Virology; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01087144,0.001162635,0.002509148,0.001166817,0.001114238,0.005133361,0.002192605,0.005438308,0.01431013],"category_scores_gemma":[0.02175508,0.0004251962,0.001707456,0.0007418176,0.003955327,0.01168729,0.002479014,0.009958843,0.008514793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099084,"about_ca_system_score_gemma":0.009876824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216132,"about_ca_topic_score_gemma":0.005281577,"domain_scores_codex":[0.9953565,0.00189322,0.0003800436,0.0005854421,0.001337699,0.0004470566],"domain_scores_gemma":[0.98031,0.009912002,0.00107051,0.0008525511,0.005332239,0.002522797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004109447,0.0002439918,0.001577339,0.01296305,0.0002830532,0.0005363942,0.0005150374,0.0004547472,0.001993652,0.01986329,0.2163645,0.744794],"study_design_scores_gemma":[0.0001013653,0.0003473906,0.001779506,0.01604132,0.0002619834,0.001295615,0.001826546,0.0003381328,0.0007929706,0.03234732,0.9447492,0.0001186107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0009483405,0.6511056,0.005962719,0.3211885,0.01424485,0.00006175676,0.0002162177,0.0003653153,0.00590667],"genre_scores_gemma":[0.01595195,0.8065929,0.01963554,0.1324559,0.01912175,0.0002040726,0.0005327682,0.0001855382,0.005319545],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01431013,"threshold_uncertainty_score":0.05749434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152188935429267,"score_gpt":0.3713543390587523,"score_spread":0.3098324497044597,"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."}}