{"id":"W3044897371","doi":"10.1007/s13365-020-00870-z","title":"Lifetime antiretroviral exposure and neurocognitive impairment in HIV","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroVirology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Neurocognitive; Cohort; Medicine; Dolutegravir; Integrase inhibitor; Cohort study; Internal medicine; Cognition; Human immunodeficiency virus (HIV); Antiretroviral therapy; Viral load; Psychiatry; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359633,0.0001281322,0.0003354138,0.0001470112,0.00004246305,0.000009164311,0.0001341105,0.0001081335,0.0001617898],"category_scores_gemma":[0.0001877656,0.000100386,0.00007343883,0.0001021623,0.0001663774,0.00009152356,0.00008624608,0.000567508,0.0002280978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001421889,"about_ca_system_score_gemma":0.00006761282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005801465,"about_ca_topic_score_gemma":0.000002078177,"domain_scores_codex":[0.9987227,0.0003968987,0.0003529002,0.0001777007,0.00004598342,0.000303808],"domain_scores_gemma":[0.9994985,0.0001448032,0.0001568403,0.0000661606,0.00004750596,0.00008611806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004482365,0.0006478815,0.4635576,0.00003179747,0.0001977761,0.004925219,0.001610163,0.00001728162,0.5026389,0.00008052558,0.006563458,0.01524696],"study_design_scores_gemma":[0.01268813,0.03044408,0.9247225,0.00002087874,0.00007734502,0.003128161,0.0002835074,0.0000253619,0.006202328,0.00006057031,0.02214513,0.0002020007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924467,0.001568724,0.0000324724,0.005481231,0.0001334483,0.0001319985,0.00002425615,0.000008257936,0.000172942],"genre_scores_gemma":[0.9977784,0.0003057444,0.00003941023,0.001697155,0.00005669365,0.000002756275,0.000007021933,0.00001035295,0.0001024449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4964366,"threshold_uncertainty_score":0.4093624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291241521289677,"score_gpt":0.2432114516771347,"score_spread":0.2302990364642379,"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."}}