{"id":"W4385743709","doi":"10.2196/45204","title":"Impact of the COVID-19 Health Crisis on Key Populations at Higher Risk for, or Living With, HIV or Hepatitis C Virus and People Working With These Populations: Multicountry Community-Based Research Study Protocol (EPIC Program)","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatitis C virus research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Chile; Universiti Malaya; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV); Virology; Medicine; Environmental health; Political science; Economic growth; Gerontology; Economics; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04602056,0.002039405,0.002297261,0.002913656,0.005253142,0.003049061,0.003930481,0.003081972,0.02483574],"category_scores_gemma":[0.02717259,0.002589478,0.001415685,0.003250266,0.002479604,0.003417055,0.004783285,0.003627475,0.006506633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005922492,"about_ca_system_score_gemma":0.03516152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007520907,"about_ca_topic_score_gemma":0.0166146,"domain_scores_codex":[0.9807256,0.01202533,0.00320081,0.001275661,0.001411219,0.001361398],"domain_scores_gemma":[0.9818673,0.004151036,0.002812533,0.002225415,0.00667127,0.002272398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08503973,0.0368778,0.06201254,0.08914514,0.0009737458,0.004644047,0.07564731,0.006310937,0.01041809,0.0265957,0.3129045,0.2894305],"study_design_scores_gemma":[0.07580056,0.04028973,0.1750668,0.02928188,0.0008780063,0.001787185,0.06631769,0.005538409,0.006345889,0.01054776,0.5871776,0.0009683598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004535855,0.0001210012,0.001399555,0.0002822095,0.0000694187,0.9880201,0.004105885,0.00003010975,0.001435882],"genre_scores_gemma":[0.001945131,0.00008568261,0.002251162,0.0001112964,0.000007589657,0.9948225,0.0005199771,0.000002681932,0.0002540031],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04602056,"threshold_uncertainty_score":0.2433829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6509217965769459,"score_gpt":0.6380180448480242,"score_spread":0.01290375172892178,"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."}}