{"id":"W4415362147","doi":"10.3390/v17101392","title":"A Novel Municipal-Level Approach to Uncover the Hidden Burden of Hepatitis C: A Replicable Model for National Elimination Strategies","year":2025,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Hepatitis C; Public health; Chronic hepatitis; Resource (disambiguation); Resource allocation; Hepatitis","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":[0.007755878,0.00102463,0.002141892,0.001704739,0.001036731,0.002416689,0.002764523,0.001662062,0.00938229],"category_scores_gemma":[0.01790766,0.0005268219,0.002383769,0.00156652,0.001568214,0.002564766,0.002227905,0.00178881,0.0009290331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002742912,"about_ca_system_score_gemma":0.003349702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03835054,"about_ca_topic_score_gemma":0.02267423,"domain_scores_codex":[0.9972549,0.001762654,0.00005478823,0.0004952396,0.0001087238,0.0003236792],"domain_scores_gemma":[0.9914684,0.005587318,0.001219872,0.0005666552,0.0007372968,0.0004204877],"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":[0.0009402878,0.0006136053,0.1849977,0.0004271474,0.0015476,0.001002344,0.001687134,0.6327559,0.0009450119,0.1107787,0.01117023,0.05313437],"study_design_scores_gemma":[0.0001087218,0.0002352127,0.01237431,0.00006838908,0.0002749776,0.0001513066,0.0005723704,0.9426963,0.00007936041,0.04104228,0.002362051,0.0000346778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6388807,0.002293803,0.3245141,0.009322283,0.0004156132,0.001022245,0.004049714,0.0007358252,0.01876572],"genre_scores_gemma":[0.9582367,0.0006794037,0.03009597,0.0004313604,0.0001515307,0.0005907466,0.001001264,0.0001028871,0.008710086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03835054,"threshold_uncertainty_score":0.07625467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673298952830494,"score_gpt":0.3991468009768094,"score_spread":0.23181690569376,"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."}}