{"id":"W4379409819","doi":"10.2139/ssrn.4469371","title":"Treatment of HCV with Direct-Acting Antivirals on Reducing Mortality Related to Extrahepatic Manifestations: A Large Population-Based Study in British Columbia, Canada","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Population; Virology; Demography; Geography; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001164402,0.001053673,0.001577631,0.0010144,0.004112231,0.00220598,0.002241989,0.001460314,0.002735729],"category_scores_gemma":[0.003755976,0.0009889285,0.001692991,0.0048299,0.001427212,0.0005931183,0.0009908255,0.002211698,0.0003741494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02744042,"about_ca_system_score_gemma":0.02901613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913689,"about_ca_topic_score_gemma":0.994514,"domain_scores_codex":[0.9979127,0.0003782027,0.0001572361,0.0003177017,0.00049856,0.0007355553],"domain_scores_gemma":[0.9963154,0.0003579507,0.000500156,0.0001867881,0.001479809,0.001159993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001783604,0.000533508,0.9849467,0.0001892085,0.0008785567,0.0002619348,0.001257553,0.0001927283,0.0005122853,0.0001231081,0.002763838,0.00655704],"study_design_scores_gemma":[0.0002661337,0.000171848,0.9967784,0.00008544047,0.0004233115,0.00005688567,0.001318909,0.0001990687,0.00004654497,0.00002844331,0.0005932832,0.00003167575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922224,0.001979685,0.0001141681,0.0005652725,0.00004315489,0.0001641989,0.003031008,0.00001242305,0.001867749],"genre_scores_gemma":[0.9953282,0.001419304,0.0002186745,0.0004593006,0.00002396472,0.00006945117,0.001088847,0.00001213461,0.001380162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744042,"threshold_uncertainty_score":0.1990951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684138162198834,"score_gpt":0.3442943868965669,"score_spread":0.3074530052745786,"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."}}