{"id":"W4390585560","doi":"10.1080/14737159.2023.2292645","title":"We have reached single-visit testing, diagnosis, and treatment for hepatitis C infection, now what?","year":2024,"lang":"en","type":"article","venue":"Expert Review of Molecular Diagnostics","topic":"Hepatitis C virus research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Point-of-care testing; Point of care; Medicine; Hepatitis C; Hepatitis C virus; Intensive care medicine; Diagnostic test; Test strategy; Virology; Immunology; Nursing; Computer science; Pediatrics; 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":[0.01034255,0.0009820276,0.001400122,0.0008333403,0.002346995,0.004726747,0.003167797,0.01925013,0.01830164],"category_scores_gemma":[0.04858215,0.0003979228,0.001867752,0.0007887678,0.006941836,0.007752316,0.002400691,0.01935928,0.007851828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005273381,"about_ca_system_score_gemma":0.01009285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483472,"about_ca_topic_score_gemma":0.02079732,"domain_scores_codex":[0.9871568,0.006277188,0.0009328744,0.001644522,0.00318636,0.0008021949],"domain_scores_gemma":[0.9593374,0.02529901,0.002271768,0.0006251358,0.01044786,0.00201876],"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":[0.00009576337,0.00002401653,0.0002449212,0.007650746,0.00007990753,0.0003415726,0.0009448355,0.0001610308,0.0003367233,0.02454545,0.8263433,0.1392318],"study_design_scores_gemma":[0.0000214881,0.00003937957,0.0002799692,0.009815908,0.00005184173,0.000350762,0.0006633698,0.00006128241,0.0001253283,0.008265346,0.9802901,0.00003514333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000190651,0.1556409,0.0008279274,0.8109139,0.02605567,0.00002482405,0.00009926053,0.0000399066,0.006206866],"genre_scores_gemma":[0.006422364,0.2329548,0.00148458,0.7192567,0.03187793,0.00006991741,0.0001229927,0.00005677863,0.00775399],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01925013,"threshold_uncertainty_score":0.06122506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06620307425669253,"score_gpt":0.3834600242728454,"score_spread":0.3172569500161529,"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."}}