{"id":"W3167204305","doi":"10.1093/cid/ciab526","title":"Opportunities to Enhance Linkage to Hepatitis C Care Among Hospitalized People With Recent Drug Dependence in New South Wales, Australia: A Population-based Linkage Study","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Cancer Council NSW; NSW Ministry of Health; Department of Health and Aged Care, Australian Government","keywords":"Medicine; Hepatitis C; Population; Cohort; Incidence (geometry); Record linkage; Liver disease; Cohort study; Internal medicine; Drug; Pediatrics; Psychiatry; Environmental health","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":[0.005301093,0.0002901805,0.0005866796,0.001735136,0.001408581,0.001355474,0.0009679317,0.0006781268,0.001384603],"category_scores_gemma":[0.01732463,0.0004886341,0.000799106,0.003013342,0.0004188865,0.001472382,0.004194639,0.000916123,0.000197229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002816648,"about_ca_system_score_gemma":0.004910839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2308884,"about_ca_topic_score_gemma":0.2326369,"domain_scores_codex":[0.9950733,0.002968515,0.0004692082,0.0004613399,0.0004757257,0.0005520099],"domain_scores_gemma":[0.9931586,0.001143103,0.002339072,0.000527509,0.001603774,0.001227935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006909744,0.0001576738,0.9874673,0.0001117908,0.0001185682,0.0001791089,0.003629894,0.00007411914,0.0001326736,0.0001041735,0.001059245,0.006896417],"study_design_scores_gemma":[0.00002250556,0.0001019435,0.9957753,0.00008228839,0.00005526262,0.0001490625,0.002131386,0.0005788839,0.00003263559,0.00009018774,0.0009669113,0.00001371771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961133,0.0003692638,0.000516239,0.000687091,0.00001637561,0.0003466354,0.0009437555,0.000007456655,0.0009997882],"genre_scores_gemma":[0.9960019,0.0003334329,0.001464335,0.0004468285,0.00001701897,0.0005889615,0.0006156696,0.000004689447,0.0005272387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2308884,"threshold_uncertainty_score":0.459089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06817642275064333,"score_gpt":0.4093814360190577,"score_spread":0.3412050132684144,"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."}}