{"id":"W1480964569","doi":"10.1111/hiv.12130","title":"Routine screening for cognitive and psychological impairment in <scp>HIV</scp>‐infected patients","year":2014,"lang":"en","type":"letter","venue":"HIV Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Neurocognitive; Medicine; Referral; Neuropsychology; Montreal Cognitive Assessment; Cognition; Human immunodeficiency virus (HIV); Psychiatry; Neuropsychological assessment; Cognitive decline; Cognitive impairment; Family medicine; Clinical psychology; Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003819794,0.0004375632,0.0008379049,0.0003349443,0.000135237,0.000009708102,0.0001679153,0.0009096902,0.0002723541],"category_scores_gemma":[0.001214141,0.0002966594,0.00009199415,0.0001362015,0.0005042921,0.00002980846,0.00008939813,0.001375546,0.0004249976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005917258,"about_ca_system_score_gemma":0.00002436028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004271221,"about_ca_topic_score_gemma":0.00001181024,"domain_scores_codex":[0.9974266,0.000402796,0.0004711312,0.000704441,0.0001192929,0.0008757503],"domain_scores_gemma":[0.9973407,0.001996994,0.0001886184,0.0002417497,0.0001618314,0.00007015228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001867102,0.000325316,0.04422574,0.0000946904,0.0002837834,0.0001235622,0.0003060602,7.029251e-8,0.0001081915,0.00000440347,0.9508189,0.003522578],"study_design_scores_gemma":[0.03624786,0.00729609,0.1461551,0.001046556,0.0002590741,0.00009064707,0.0001803302,0.000005285035,0.0001165081,0.00005927682,0.8083352,0.0002080801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.587347,0.006450477,0.003864861,0.3809285,0.00150821,0.008712359,0.003055232,0.0003183147,0.007815034],"genre_scores_gemma":[0.615409,0.0005417941,0.0002984533,0.2764675,0.002178865,0.001391529,0.08706828,0.0001510364,0.01649353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424837,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697242885655849,"score_gpt":0.3125529275529179,"score_spread":0.2755804986963594,"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."}}