{"id":"W4390906728","doi":"10.1038/s41582-024-00927-1","title":"Cognitive criteria in HIV: greater consensus is needed","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta; St. Michael's Hospital","funders":"Fogarty International Center","keywords":"Human immunodeficiency virus (HIV); Cognition; Consensus conference; Psychology; Medicine; Psychiatry; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004459795,0.001505158,0.004932564,0.003032222,0.0006273713,0.003446038,0.002588867,0.00316187,0.004211186],"category_scores_gemma":[0.008118256,0.0003705665,0.001515029,0.002475863,0.002140678,0.004251312,0.001780639,0.007531303,0.001596058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079801,"about_ca_system_score_gemma":0.005518465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006760585,"about_ca_topic_score_gemma":0.01354706,"domain_scores_codex":[0.9987851,0.000403662,0.0002762411,0.0001169251,0.0003178194,0.0001003339],"domain_scores_gemma":[0.99502,0.002966041,0.0003499415,0.00009189116,0.001303722,0.0002683685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001305733,0.0000469753,0.0005746761,0.0150821,0.0001820395,0.0002191659,0.0001030242,0.0002920112,0.000228637,0.007205875,0.1288272,0.8471076],"study_design_scores_gemma":[0.00009631438,0.00007650855,0.002023109,0.03636533,0.0003997766,0.001700902,0.0003474335,0.0002546525,0.0001267299,0.01435376,0.944171,0.00008437743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004309241,0.9942549,0.0001528175,0.003711411,0.00128763,0.000004369871,0.00001777084,0.000008692075,0.0005192722],"genre_scores_gemma":[0.000961341,0.9922387,0.0007647579,0.003428509,0.002123437,0.0000156277,0.00005365937,0.000005887242,0.0004081674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006760585,"threshold_uncertainty_score":0.02358598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505764385538454,"score_gpt":0.4011848502411534,"score_spread":0.3361272063857688,"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."}}