{"id":"W4295546475","doi":"10.3934/medsci.2022023","title":"Series introduction: HIV/AIDS and mental health","year":2022,"lang":"en","type":"article","venue":"AIMS Medical Science","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Mental health; Series (stratigraphy); Psychology; Medicine; Psychiatry; Virology; Biology","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":[0.003218292,0.003669982,0.002498005,0.009304187,0.001799853,0.005417609,0.003083433,0.003828757,0.1798324],"category_scores_gemma":[0.01029864,0.0007336871,0.0019791,0.006014704,0.001515657,0.005280948,0.003917969,0.00667554,0.07870764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781374,"about_ca_system_score_gemma":0.002990876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231697,"about_ca_topic_score_gemma":0.00587963,"domain_scores_codex":[0.9981028,0.0003472433,0.0001763996,0.0004480646,0.0007635831,0.0001617592],"domain_scores_gemma":[0.9905527,0.003269277,0.0005505678,0.0007337128,0.00287856,0.002015234],"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":[0.00001369113,0.00003336957,0.00009197024,0.0002002212,0.000006506796,0.00002048502,0.00001852114,0.0001301204,0.00006785478,0.004251501,0.9774398,0.01772595],"study_design_scores_gemma":[0.00001698795,0.00006085348,0.001505664,0.0006161935,0.00001830491,0.00009391757,0.00007960608,0.0002105658,0.0001093635,0.008914324,0.9883565,0.00001766016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005048679,0.06709151,0.002542393,0.07574803,0.7389067,0.0001144334,0.003922374,0.0003492965,0.1108204],"genre_scores_gemma":[0.004102502,0.04711692,0.0008126672,0.01596601,0.6780148,0.0001487862,0.002487682,0.000440958,0.2509097],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1798324,"threshold_uncertainty_score":0.6015995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165187462374879,"score_gpt":0.256579034729639,"score_spread":0.2400602884921511,"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."}}