{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001174658,0.0002216021,0.0002179701,0.0007580298,0.0001876278,0.0004851389,0.0001059824,0.0002045369,0.001615171],"category_scores_gemma":[0.0002573046,0.0001208721,0.00009155893,0.0004025311,0.0003329939,0.0002511001,0.0001692119,0.0003608289,0.0004122714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308384,"about_ca_system_score_gemma":0.0001037699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005413662,"about_ca_topic_score_gemma":0.0005436676,"domain_scores_codex":[0.9998872,0.00001190492,0.000009343675,0.00003812388,0.00003029783,0.00002311779],"domain_scores_gemma":[0.9998119,0.00002933871,0.00008154834,0.00001058509,0.00003657841,0.0000300749],"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":[0.0004675506,0.00004558899,0.0365226,0.0000896664,0.00004546911,0.000178602,0.0001131627,0.00005690196,0.9517525,0.0001092142,0.0001056889,0.01051293],"study_design_scores_gemma":[0.00000923881,0.000552449,0.8596492,0.00003486811,0.00005563836,0.001992513,0.0004101988,0.0006467241,0.1345313,0.0004854706,0.001609652,0.00002266026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944377,0.00218074,0.001026143,0.00005084644,0.000007640109,0.00001722206,0.0007808143,0.00003172714,0.001467156],"genre_scores_gemma":[0.9951181,0.001555198,0.001332169,0.00004913213,0.00001698211,0.00003961425,0.0008426574,0.00001055954,0.001035578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615171,"threshold_uncertainty_score":0.00540328,"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."}}