{"id":"W7161981605","doi":"10.82308/46969","title":"Eliminating hepatitis C among priority populations: dynamic transmission modeling studies to inform health policy","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Seroprevalence; Hepatitis C virus; Transmission (telecommunications); Hepatitis C; Men who have sex with men; Sexual transmission; Coinfection; Public health","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":[0.005261079,0.001148627,0.001009978,0.001479477,0.0008560176,0.002032164,0.002577028,0.001627935,0.00496982],"category_scores_gemma":[0.01461386,0.0005904614,0.001603341,0.001823267,0.0005599339,0.001585398,0.001739268,0.002357678,0.0003598816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006656841,"about_ca_system_score_gemma":0.007067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.285066,"about_ca_topic_score_gemma":0.2018342,"domain_scores_codex":[0.9981121,0.001422366,0.00004290051,0.0001206592,0.00007897364,0.0002229185],"domain_scores_gemma":[0.9902929,0.007952408,0.0005861292,0.0001756996,0.0006455574,0.000347297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001618465,0.0004433864,0.03576218,0.0005865456,0.0007570829,0.00024285,0.0007968748,0.8833948,0.0002314965,0.0490108,0.009182549,0.01942948],"study_design_scores_gemma":[0.00009433288,0.0001224584,0.003694546,0.0002623729,0.0001935458,0.00002562352,0.0008251099,0.9702791,0.0000925753,0.01861575,0.005762179,0.00003230923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6774656,0.0171764,0.1939598,0.03971354,0.0008327272,0.001570357,0.0118319,0.0004562296,0.05699343],"genre_scores_gemma":[0.9422101,0.006311086,0.0427095,0.001176146,0.0002694465,0.0007102105,0.001794889,0.00007400211,0.004744471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285066,"threshold_uncertainty_score":0.5668134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140821798582661,"score_gpt":0.4878969870363679,"score_spread":0.3964887690505413,"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."}}