{"id":"W3023426609","doi":"10.1097/qad.0000000000002545","title":"Efavirenz and cognition that matters","year":2020,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Efavirenz; Neurocognitive; Rilpivirine; Discontinuation; Cognition; Context (archaeology); Medicine; Human immunodeficiency virus (HIV); Psychology; Cognitive decline; Regimen; Psychiatry; Dementia; Internal medicine; Antiretroviral therapy; Family medicine; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002863435,0.0001672295,0.0002197166,0.00006743764,0.00009137565,0.0000218656,0.00009124228,0.0003838048,0.001176564],"category_scores_gemma":[0.0000111284,0.0001362268,0.0000595381,0.00003725266,0.0001697769,0.00003338407,0.00006854102,0.000831911,0.008008096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001747922,"about_ca_system_score_gemma":0.00002484306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003999301,"about_ca_topic_score_gemma":0.000001127698,"domain_scores_codex":[0.9991901,0.0001338801,0.00008427101,0.000272104,0.00003481044,0.000284872],"domain_scores_gemma":[0.9996886,0.000107678,0.00003609234,0.0001349754,0.00001410014,0.0000185309],"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":[0.00002121835,0.00001027374,0.0004142867,0.00004630239,0.0003508163,0.0003871754,0.00005128504,1.904931e-9,0.001967469,0.000003539096,0.9905555,0.006192124],"study_design_scores_gemma":[0.000695596,0.0002602219,0.0003236254,0.00003287788,0.0001043637,0.00007702605,0.00001657037,2.959806e-8,0.003060144,0.000118804,0.9951796,0.0001311659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002253051,0.003030194,0.00002174979,0.9906049,0.0003677228,0.0002949262,0.0006513881,0.00008488833,0.002691123],"genre_scores_gemma":[0.04685842,0.0003225204,0.00004310329,0.9342043,0.0002734227,0.00006643102,0.008550308,0.00003183846,0.009649616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05640062,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457122763248498,"score_gpt":0.2498680573163612,"score_spread":0.2252968296838762,"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."}}