{"id":"W7106017930","doi":"10.7939/83041","title":"Mental Health in Persons with HIV: Challenges and Opportunities","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Neurocognitive; Cognition; Depression (economics); Normative; Cohort; Longitudinal study; Depressive symptoms; Cognitive decline","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":[0.009926789,0.0004683051,0.001640858,0.001537064,0.001855002,0.005097526,0.0008813483,0.002134913,0.00212583],"category_scores_gemma":[0.01524675,0.0006391049,0.001527119,0.002055661,0.002396222,0.005689734,0.004334582,0.003375249,0.0001654704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403541,"about_ca_system_score_gemma":0.01268594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337532,"about_ca_topic_score_gemma":0.0350522,"domain_scores_codex":[0.9963773,0.002291356,0.000312147,0.0002020603,0.0004489936,0.000368216],"domain_scores_gemma":[0.9908639,0.006327959,0.001025585,0.000174057,0.0007785835,0.0008299114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002933497,0.0001951499,0.06826095,0.02606898,0.001518761,0.00108159,0.01431183,0.0005577473,0.000334016,0.03031431,0.03627881,0.8207845],"study_design_scores_gemma":[0.0002569685,0.001413022,0.2090461,0.2036921,0.003488702,0.005116402,0.09661476,0.002200746,0.0005739811,0.1253058,0.351808,0.0004834221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01985249,0.829491,0.0006324812,0.1459194,0.001344873,0.00004644576,0.0002316555,0.00001284233,0.002468719],"genre_scores_gemma":[0.138692,0.8442942,0.002071903,0.01195755,0.002291062,0.000178692,0.0001373861,0.000008142382,0.0003691117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01337532,"threshold_uncertainty_score":0.05249846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089766678468135,"score_gpt":0.2186569664780993,"score_spread":0.1977592996934179,"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."}}