{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003024267,0.0002947677,0.00068894,0.000163597,0.0000590635,0.000103521,0.00007736442,0.0001180331,0.00009059292],"category_scores_gemma":[0.006409254,0.0002450071,0.0002396108,0.0003234519,0.0001201813,0.0001486785,0.00006838817,0.000141745,0.00002898882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476035,"about_ca_system_score_gemma":0.0002036344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004191955,"about_ca_topic_score_gemma":0.0001177861,"domain_scores_codex":[0.9980901,0.0001242669,0.0005581712,0.0004750877,0.0004173156,0.0003350403],"domain_scores_gemma":[0.9971668,0.00165167,0.00009044147,0.0004625843,0.0003830168,0.0002455039],"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":[0.00001104323,0.0005301857,0.02814774,0.009903432,0.0002796878,0.0005581722,0.0003436903,7.391506e-7,0.002068503,0.0001560172,0.02680552,0.9311953],"study_design_scores_gemma":[0.0007863711,0.002645737,0.001270622,0.07307786,0.0004536163,0.00009518645,0.00001987779,0.0004740288,0.03758548,0.0001330072,0.8831375,0.000320743],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01494253,0.9700055,0.003005279,0.008248129,0.0003040133,0.002818607,0.00006052405,0.0001073597,0.0005080965],"genre_scores_gemma":[0.02388229,0.9645157,0.008114885,0.001427461,0.0002286774,0.001518684,0.0001265167,0.00007986399,0.0001058947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9308745,"threshold_uncertainty_score":0.99911,"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."}}