{"id":"W4317734024","doi":"10.3390/v15020316","title":"The HIV Restriction Factor Profile in the Brain Is Associated with the Clinical Status and Viral Quantities","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Montreal Clinical Research Institute; University of Alberta","funders":"National Institute of Mental Health; National Institutes of Health; Canadian Institutes of Health Research; Université Laval","keywords":"Neurocognitive; Viral load; Disease; Virology; Immunology; Medicine; Biology; Human immunodeficiency virus (HIV); Internal medicine; Neuroscience; Cognition","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":[0.0005045855,0.00007480085,0.0000942067,0.0000348485,0.0004242017,0.00004934604,0.0001227001,0.00007324617,0.00005459514],"category_scores_gemma":[0.0003680746,0.00002783346,0.00002663957,0.0001852487,0.0003652731,0.00004859318,0.00004325587,0.0002611814,0.0005872028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695578,"about_ca_system_score_gemma":0.00006696963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004410606,"about_ca_topic_score_gemma":0.001165121,"domain_scores_codex":[0.9986838,0.0007150083,0.0001249701,0.000127162,0.00005185246,0.0002971995],"domain_scores_gemma":[0.9973121,0.002453577,0.00004473378,0.000159558,0.00001931926,0.00001074603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006764349,0.0002242641,0.5932257,0.000005221932,0.0005466554,0.00003361962,0.004292537,8.051923e-7,0.003232718,0.001904877,0.3877025,0.008154737],"study_design_scores_gemma":[0.001002478,0.0004668055,0.7901428,0.00001033387,0.00001269571,0.000002321009,0.002676624,0.000002777819,0.0006919786,0.0001031909,0.2048313,0.00005670754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992287,0.0009042569,8.023945e-7,0.005811616,0.0000763957,0.0002862692,0.0003652523,0.00003776683,0.0002306767],"genre_scores_gemma":[0.9957872,0.001122697,8.030141e-7,0.0004949064,0.00001548275,0.0000693176,0.00009332223,0.00000615863,0.002410126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969171,"threshold_uncertainty_score":0.75475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507492110082316,"score_gpt":0.3566701388403571,"score_spread":0.281595217739534,"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."}}