{"id":"W4413793376","doi":"10.1155/arat/1843342","title":"Discriminatory Attitudes Towards People Living With HIV Among Key Populations in Nigeria: A Latent Class Analysis","year":2025,"lang":"en","type":"article","venue":"AIDS Research and Treatment","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"Bundesministerium für Gesundheit","keywords":"Human immunodeficiency virus (HIV); Latent class model; Medicine; Key (lock); Class (philosophy); Demography; Immunology; Statistics; Artificial intelligence; Computer science; Sociology; Mathematics; Computer security","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":[0.004917097,0.0005086905,0.0005109478,0.001930345,0.001830097,0.002343836,0.000639714,0.0006389764,0.003533348],"category_scores_gemma":[0.006268854,0.0003827025,0.001646829,0.001710834,0.001251866,0.001159626,0.001953,0.001628975,0.0002463747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264653,"about_ca_system_score_gemma":0.00145761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152279,"about_ca_topic_score_gemma":0.01283053,"domain_scores_codex":[0.9977361,0.001067118,0.0001604392,0.0003022652,0.0002765822,0.0004575487],"domain_scores_gemma":[0.9961812,0.001660242,0.001096858,0.0003477591,0.0002788676,0.0004351605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008613513,0.0001589397,0.9938281,0.00001870049,0.0000665237,0.00005217971,0.001930104,0.0002375776,0.00005237654,0.0004267788,0.0001610575,0.002981558],"study_design_scores_gemma":[0.00001670336,0.000159261,0.9705555,0.0001589998,0.0001329412,0.000139847,0.01172044,0.01490788,0.00009822469,0.001515823,0.0005668465,0.00002758358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979901,0.00009393496,0.0008021878,0.000174055,0.00001146648,0.00007110423,0.0002579757,0.000003038127,0.0005961063],"genre_scores_gemma":[0.9992078,0.00005429847,0.000363757,0.00001194758,0.00000508593,0.00004160616,0.0002017614,0.000001480251,0.0001121701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152279,"threshold_uncertainty_score":0.03027856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0657513440980192,"score_gpt":0.4009729307751221,"score_spread":0.3352215866771029,"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."}}