{"id":"W6889801701","doi":"10.26190/81wp-fr56","title":"Monitoring hepatitis C treatment uptake in Australia: Issue #13, July 2023","year":2023,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Medical prescription; Antiviral treatment; Hepatitis C virus; Hepatitis C; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001117266,0.002043237,0.003351235,0.003018971,0.0004381775,0.0001753908,0.002072818,0.003089792,0.002653793],"category_scores_gemma":[0.000283127,0.002737759,0.001577727,0.003687679,0.0006578573,0.0006801233,0.0006352105,0.00253733,0.0209268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006669409,"about_ca_system_score_gemma":0.002801259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3597848,"about_ca_topic_score_gemma":0.06973685,"domain_scores_codex":[0.9897509,0.0003582472,0.001605244,0.002636796,0.003191638,0.002457219],"domain_scores_gemma":[0.9930153,0.000238748,0.002233379,0.002327814,0.0007837459,0.001400963],"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":[0.0005693425,0.0008216731,0.2112467,0.001277973,0.003005343,0.01012949,0.01586684,0.003491667,0.0001478831,0.00001824305,0.7450121,0.00841274],"study_design_scores_gemma":[0.005831709,0.0007905936,0.3923632,0.007989334,0.002749219,0.0001443012,0.0116808,0.00005857685,0.0001357834,0.000158468,0.5745373,0.003560741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.957576,0.001361522,0.00009138339,0.0006490606,0.01180824,0.004234867,0.0120666,0.00181846,0.01039387],"genre_scores_gemma":[0.2360459,0.004094664,0.001559079,0.000004450519,0.00239477,0.0000084544,0.001633045,0.0005543372,0.7537053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7433115,"threshold_uncertainty_score":0.9997638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239567695702654,"score_gpt":0.3482794053499705,"score_spread":0.1243226357797051,"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."}}