{"id":"W7127236647","doi":"","title":"Evaluating culturally appropriate, cost-effective, and sustainable models of stigma reduction programs for racialized and newcomer communities living with or affected by HIV in Ontario and Alberta, Canada.","year":2025,"lang":"","type":"article","venue":"Scholarship@Western (Western University)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Stigma (botany); Ethnic group; Qualitative research; Ethnography; Focus group; Context (archaeology); Culturally appropriate","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":[0.004665627,0.0009582763,0.0007030137,0.0005812271,0.004154492,0.001719787,0.00266558,0.001140385,0.005026038],"category_scores_gemma":[0.007787851,0.0005155617,0.001230957,0.0009048273,0.001364021,0.00108988,0.002603646,0.001932713,0.0001900315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07144722,"about_ca_system_score_gemma":0.1440742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8400483,"about_ca_topic_score_gemma":0.9440096,"domain_scores_codex":[0.9950628,0.002438776,0.0001509084,0.0001691764,0.0007656929,0.001412709],"domain_scores_gemma":[0.995241,0.0008057988,0.0005058245,0.0001666505,0.0008268209,0.002453916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03947242,0.08806419,0.1046371,0.007107164,0.002212486,0.0007526366,0.01314986,0.02348283,0.004246417,0.009048503,0.02190867,0.6859178],"study_design_scores_gemma":[0.06101255,0.1042087,0.6240678,0.01018836,0.00729957,0.000435813,0.09853956,0.03623577,0.007425865,0.00934389,0.0407253,0.0005169266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741628,0.002133262,0.0008270954,0.00437127,0.0001837134,0.008263838,0.0007181884,0.0000606771,0.009279139],"genre_scores_gemma":[0.9865794,0.002026296,0.004977701,0.000774619,0.00003539056,0.003889185,0.000344426,0.000008246884,0.001364695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599517,"threshold_uncertainty_score":0.5183883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08661381068072267,"score_gpt":0.356544187652278,"score_spread":0.2699303769715553,"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."}}