{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004671725,0.000166379,0.0008999538,0.0003036248,0.0003748172,0.00001398922,0.0003568186,0.00008006765,0.0001724026],"category_scores_gemma":[0.001211977,0.0001503748,0.0002354427,0.0007572706,0.0001056323,0.00008369113,0.0004886609,0.0006400213,0.00003263917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008671052,"about_ca_system_score_gemma":0.0004037631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007495658,"about_ca_topic_score_gemma":0.00002811915,"domain_scores_codex":[0.9949185,0.002218429,0.001955832,0.0004005897,0.0002888811,0.0002178134],"domain_scores_gemma":[0.9926677,0.004986214,0.0006677826,0.001282424,0.0001703264,0.0002256076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0253178,0.04662308,0.5364938,0.0004815631,0.006182396,0.0001100574,0.01872972,0.0006568711,0.0006131296,0.01195178,0.007888442,0.3449513],"study_design_scores_gemma":[0.02088878,0.002781311,0.9619902,0.000916054,0.0007561186,0.00001276239,0.007588463,0.0009171668,0.00000441951,0.0001238761,0.003790368,0.0002304743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303161,0.002001973,0.01173263,0.01762355,0.0004814988,0.01190212,0.0003378167,0.0001914296,0.02541287],"genre_scores_gemma":[0.9942923,0.0001440083,0.002591785,0.0006470329,0.00005408613,0.001267748,0.0003603512,0.0000306398,0.0006120473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4254964,"threshold_uncertainty_score":0.6132107,"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."}}