{"id":"W4308038719","doi":"10.1016/j.conctc.2022.101023","title":"Efficacy potential of Goal Management Training to improve cognitive function in older people living with HIV","year":2022,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Montreal Neurological Institute and Hospital; University of Toronto; Royal Victoria Hospital; Baycrest Hospital; Canadian Institutes of Health Research; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Intervention (counseling); Human immunodeficiency virus (HIV); Physical therapy; Medicine; Cognitive training; Gerontology; Focus group; Psychology; Physical medicine and rehabilitation; Clinical psychology; Family medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003405896,0.0003214384,0.0006613419,0.0003332441,0.0003356178,0.0004017814,0.0003303949,0.0006160379,0.001279337],"category_scores_gemma":[0.00539413,0.0001706761,0.00084126,0.0002092395,0.0002689817,0.0003558477,0.0003653595,0.0008083232,0.00009412327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126158,"about_ca_system_score_gemma":0.0006069029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078886,"about_ca_topic_score_gemma":0.001243704,"domain_scores_codex":[0.9990684,0.0006188309,0.0000803231,0.00006169544,0.000109865,0.00006103373],"domain_scores_gemma":[0.9980317,0.001287572,0.0002804459,0.00007901978,0.0001090332,0.0002123108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3220818,0.1143412,0.02688191,0.004950235,0.002391688,0.0001323594,0.001119436,0.001385358,0.006047738,0.0003697222,0.0009152667,0.5193833],"study_design_scores_gemma":[0.08110609,0.7059535,0.2008897,0.001003173,0.002453479,0.0001094232,0.0004282322,0.002095083,0.003734119,0.0004369043,0.001740479,0.00004981352],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996011,0.001753666,0.0001431547,0.000142193,0.00006871783,0.0006142794,0.00005798299,0.000008913366,0.001200039],"genre_scores_gemma":[0.9975415,0.0007853741,0.0007094398,0.00009946468,0.00005828126,0.0005046395,0.0000534621,0.000001635265,0.0002463233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003405896,"threshold_uncertainty_score":0.01801234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1966911338244571,"score_gpt":0.4428229045252257,"score_spread":0.2461317707007686,"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."}}