{"id":"W2936672225","doi":"10.1371/journal.pone.0213908","title":"Properties of a brief assessment tool for longitudinal measurement of cognition in people living with HIV","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Cognitive decline; Verbal fluency test; Cognitive test; Recall; Medicine; Psychological intervention; Effects of sleep deprivation on cognitive performance; Cognitive skill; Psychology; Audiology; Gerontology; Clinical psychology; Physical medicine and rehabilitation; Cognitive psychology; Dementia; Neuropsychology; Psychiatry; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.008127968,0.0006660967,0.0008904863,0.002162295,0.0006342273,0.0009850693,0.0008182415,0.0008862114,0.001161246],"category_scores_gemma":[0.03041304,0.0004213131,0.001491744,0.001556918,0.0002625871,0.001175543,0.001045291,0.001490063,0.0003367574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007583383,"about_ca_system_score_gemma":0.001142035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913879,"about_ca_topic_score_gemma":0.005526939,"domain_scores_codex":[0.9954814,0.001978444,0.0006673551,0.0002926755,0.001389595,0.0001905197],"domain_scores_gemma":[0.9840661,0.00834671,0.003982785,0.0008000323,0.002231186,0.00057313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002102993,0.001195956,0.8797728,0.0002336063,0.000600821,0.0001217503,0.0005680638,0.001280564,0.001102724,0.0001792962,0.00358185,0.1092597],"study_design_scores_gemma":[0.0001508861,0.002330324,0.9920082,0.00007780526,0.00008590831,0.0002000904,0.0001915602,0.003497002,0.0002004685,0.0002147838,0.001016069,0.00002678313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852261,0.0008221691,0.004615079,0.0003007196,0.0001593686,0.002583329,0.003074151,0.0001650517,0.003054027],"genre_scores_gemma":[0.9769217,0.0003816635,0.01433371,0.0002357593,0.00007647817,0.004442196,0.002980655,0.00001640372,0.0006112856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008127968,"threshold_uncertainty_score":0.04298532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05913112796497161,"score_gpt":0.2486139026446915,"score_spread":0.1894827746797199,"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."}}