{"id":"W2122393914","doi":"10.1080/09540121.2014.936813","title":"Screening for neurocognitive impairment, depression, and anxiety in HIV-infected patients in Western Europe and Canada","year":2014,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Merck Sharp and Dohme; Bristol-Myers Squibb","keywords":"Neurocognitive; Anxiety; Medicine; Depression (economics); Cart; Mood; Population; Psychiatry; Internal medicine; Cognition","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":[0.0004327208,0.0003444177,0.0003852553,0.001636482,0.002076541,0.0010858,0.0006470636,0.0003725803,0.0005675637],"category_scores_gemma":[0.001452684,0.0003325504,0.0003585877,0.004104127,0.0006243233,0.0003061532,0.000805365,0.0004561687,0.00007974765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007855666,"about_ca_system_score_gemma":0.008666988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649791,"about_ca_topic_score_gemma":0.976099,"domain_scores_codex":[0.9993941,0.00006507584,0.0000574116,0.00008160099,0.0002352455,0.0001665295],"domain_scores_gemma":[0.9991316,0.00005761897,0.0002063818,0.0000193896,0.0002998725,0.0002851072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000382024,0.00002030111,0.9979433,0.0000112211,0.00003173046,0.00008969098,0.0002307867,0.00003258227,0.00008025859,0.00001614728,0.0001098258,0.00139598],"study_design_scores_gemma":[0.000005193771,0.00001633595,0.999068,0.00001108644,0.00001629988,0.0001221555,0.0005350397,0.00007614908,0.00002152298,0.000007253516,0.0001173552,0.000003748664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982296,0.0004906113,0.0000314423,0.00006284763,0.000003098642,0.00002724209,0.0005581853,0.000002456837,0.0005945647],"genre_scores_gemma":[0.9986154,0.0005448465,0.00009110149,0.00007393055,0.000004377995,0.0000130404,0.0004897491,0.000001319062,0.0001663483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03502095,"threshold_uncertainty_score":0.07045436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009167183436413349,"score_gpt":0.275585310308607,"score_spread":0.2664181268721936,"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."}}