{"id":"W3013957102","doi":"10.5812/hepatmon.99249","title":"Seroepidemiology of Hepatitis C Among Drug Users at a Detoxification Center in Southeast China","year":2020,"lang":"en","type":"article","venue":"Hepatitis Monthly","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Li Ka Shing Foundation","keywords":"Medicine; Environmental health; Seroprevalence; Hepatitis C; Transmission (telecommunications); Psychological intervention; Epidemiology; Logistic regression; Internal medicine; Serology; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004334875,0.0002728566,0.0008107323,0.0002498029,0.00007248171,0.00001273799,0.0002393764,0.0001947851,0.0007367925],"category_scores_gemma":[0.0008975296,0.0002731543,0.0001864969,0.0005554323,0.0003377177,0.0001859493,0.000178113,0.0004500198,0.0002464977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079882,"about_ca_system_score_gemma":0.0001247986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02184839,"about_ca_topic_score_gemma":0.03389928,"domain_scores_codex":[0.9969233,0.0004318119,0.000914452,0.0006015874,0.000526116,0.0006027373],"domain_scores_gemma":[0.9984882,0.000145446,0.0002491434,0.0005000528,0.0001497911,0.000467408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002217781,0.0001333772,0.9881076,0.0001729763,0.00004919218,0.0001564772,0.002309019,0.00005395739,0.001044159,0.0001107482,0.004661269,0.002979479],"study_design_scores_gemma":[0.001676852,0.0002557164,0.973869,0.000199687,0.00002501054,0.000004582179,0.00007887927,0.01916989,0.001499468,0.00004778812,0.002973368,0.0001997772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844619,0.0002681039,0.00005971744,0.00566737,0.000105382,0.0008708296,0.0002425202,0.00008872984,0.008235445],"genre_scores_gemma":[0.997026,0.000792328,0.0007059773,0.0005923985,0.0001168565,0.0001221643,0.0002832036,0.00006621892,0.0002948261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911593,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306327974310146,"score_gpt":0.288323996160968,"score_spread":0.2576911987299534,"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."}}