{"id":"W4406269084","doi":"10.31219/osf.io/8ah27","title":"Cognitive concerns and uncertainty among people aging with HIV: Implications for gerontology","year":2025,"lang":"en","type":"preprint","venue":"","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Cognitive aging; Gerontology; Cognition; Psychology; Cognitive decline; Cognitive psychology; Medicine; Dementia; Psychiatry; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.008900697,0.0004612865,0.000966537,0.001784311,0.008020153,0.006859872,0.001469559,0.002322876,0.003491007],"category_scores_gemma":[0.01809739,0.000335212,0.001054683,0.001442975,0.007255661,0.007207389,0.007785769,0.004242556,0.0002514422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008357667,"about_ca_system_score_gemma":0.01532945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04742412,"about_ca_topic_score_gemma":0.0769224,"domain_scores_codex":[0.9963461,0.001940045,0.000235994,0.0002230148,0.000537967,0.0007170205],"domain_scores_gemma":[0.989961,0.00468738,0.001284947,0.000250686,0.001454659,0.002361357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001250384,0.0002818014,0.1070025,0.002585943,0.0001164034,0.003404982,0.6066129,0.0002164423,0.0003565524,0.008660655,0.02482555,0.2458113],"study_design_scores_gemma":[0.00001626422,0.0001649292,0.05835388,0.005853854,0.00009868125,0.001953845,0.8573479,0.0001577358,0.0001434231,0.02082128,0.05496929,0.0001188997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5861585,0.1237723,0.002908843,0.2425007,0.00222463,0.0002526488,0.0004421004,0.00009287584,0.04164735],"genre_scores_gemma":[0.9497496,0.03548754,0.001804087,0.01059026,0.0004361683,0.0001580302,0.00009331141,0.00001796971,0.001663028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04742412,"threshold_uncertainty_score":0.09429616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014337199880186,"score_gpt":0.3864079439844079,"score_spread":0.3362645719856061,"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."}}