{"id":"W4413133410","doi":"10.3390/idr17040095","title":"Cognitive Screening with the Italian International HIV Dementia Scale in People Living with HIV: A Cross-Sectional Study in the cART Era","year":2025,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Neurocognitive; Dementia; Receiver operating characteristic; Cognition; Cart; Neuropsychology; Cross-sectional study; Area under the curve; Human immunodeficiency virus (HIV); Cognitive impairment; Gerontology; Internal medicine; Pathology; Immunology; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002078285,0.0004318793,0.0004201314,0.001089453,0.0005111003,0.0006810731,0.0003921633,0.0008000729,0.0009477997],"category_scores_gemma":[0.003006586,0.0005288228,0.0005097098,0.001038673,0.0003428186,0.0006596083,0.0004828688,0.0007150072,0.0002795892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846091,"about_ca_system_score_gemma":0.0002658169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956247,"about_ca_topic_score_gemma":0.00575255,"domain_scores_codex":[0.9993272,0.0002516943,0.00006310862,0.0001191356,0.000146535,0.00009232327],"domain_scores_gemma":[0.9987773,0.0003338236,0.000373107,0.0001167384,0.0001943369,0.0002046083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008788976,0.00009349707,0.9990495,0.000007279451,0.00004144506,0.00004199074,0.0001026394,0.00001693825,0.00005582794,0.000004511783,0.00003862688,0.000459824],"study_design_scores_gemma":[0.00001200394,0.0003237372,0.9990119,0.000007707188,0.0000360633,0.0001713538,0.0001970497,0.0001357803,0.00002075067,0.00000699111,0.00007353062,0.000003174226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993105,0.0001868535,0.00004646524,0.00001876385,0.000004659062,0.00002644507,0.0001253507,0.00000180321,0.0002792124],"genre_scores_gemma":[0.9993487,0.000131953,0.0001187893,0.00003858093,0.00001190658,0.00002700147,0.0002321849,0.000001150895,0.00008974725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005956247,"threshold_uncertainty_score":0.01184314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0082694119240108,"score_gpt":0.2835916812397886,"score_spread":0.2753222693157777,"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."}}