{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002320362,0.0003164924,0.0003688111,0.002316148,0.0008482388,0.001727571,0.0006379034,0.0007061458,0.004773765],"category_scores_gemma":[0.00917318,0.0003248781,0.0005291947,0.002499887,0.000315002,0.001277447,0.001172261,0.000943001,0.001825085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164978,"about_ca_system_score_gemma":0.003163444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08276886,"about_ca_topic_score_gemma":0.1060952,"domain_scores_codex":[0.9982039,0.0003134926,0.0002825266,0.0001351366,0.0008829063,0.0001820419],"domain_scores_gemma":[0.9913169,0.0004579376,0.001909652,0.000223102,0.004760799,0.001331551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015801,0.0002580763,0.7343075,0.0009450015,0.0000928032,0.0002623487,0.0015523,0.0001666542,0.0005013383,0.0004369926,0.162689,0.09862999],"study_design_scores_gemma":[0.00001537763,0.0001021053,0.945971,0.0003975038,0.000024424,0.0002199805,0.0006037305,0.0006971604,0.0002867781,0.0001145752,0.0515504,0.00001687079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718479,0.0150193,0.002692346,0.04415772,0.003251866,0.002493278,0.07140379,0.001100638,0.1414021],"genre_scores_gemma":[0.8514522,0.01215943,0.006820194,0.01395865,0.00254577,0.002101426,0.0519891,0.0002420378,0.05873136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08276886,"threshold_uncertainty_score":0.1645742,"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."}}