{"id":"W4311194534","doi":"10.1177/17407745221136970","title":"Cognitive screening considerations for psychosocial clinical trials in HIV, aging, and cognition","year":2022,"lang":"en","type":"article","venue":"Clinical Trials","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Regina; Impact; Casey House; McMaster University; University Health Network; University of Toronto","funders":"Canadian HIV Trials Network, Canadian Institutes of Health Research; Institute of Infection and Immunity; Ontario HIV Treatment Network","keywords":"Neurocognitive; Psychosocial; Psychological intervention; Clinical trial; Cognition; Clinical psychology; Medicine; Quality of life (healthcare); Anxiety; Psychiatry; Comorbidity; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3097892,0.0009704234,0.002959705,0.002287264,0.002688223,0.007864356,0.005034247,0.02308841,0.006559419],"category_scores_gemma":[0.5595359,0.0007698554,0.004338563,0.00249568,0.005264714,0.007209348,0.002722776,0.01473021,0.00163565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005469031,"about_ca_system_score_gemma":0.03285351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004955445,"about_ca_topic_score_gemma":0.01407295,"domain_scores_codex":[0.594182,0.3398555,0.03631233,0.003915862,0.02277259,0.002961785],"domain_scores_gemma":[0.2048909,0.7092882,0.02195359,0.009820926,0.04832126,0.005725038],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004160966,0.0004245403,0.003998878,0.03159648,0.0008946566,0.0009331465,0.005255306,0.001161223,0.001042668,0.0694792,0.4658093,0.4152437],"study_design_scores_gemma":[0.003559719,0.002188992,0.009297285,0.09271695,0.001298212,0.0007201703,0.002200389,0.002901725,0.000940364,0.0675665,0.816218,0.0003917407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003654547,0.06157339,0.01383789,0.8478925,0.0436825,0.007856386,0.0007320883,0.0003228796,0.02044787],"genre_scores_gemma":[0.04749249,0.02922631,0.08719813,0.7279583,0.06944834,0.03010073,0.0003737562,0.0001483523,0.008053488],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6902108,"threshold_uncertainty_score":0.8511528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5656451313797616,"score_gpt":0.5771408213798369,"score_spread":0.01149569000007533,"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."}}