{"id":"W2903309220","doi":"10.3390/v10120677","title":"Implications of HIV-1 Nef for “Shock and Kill” Strategies to Eliminate Latent Viral Reservoirs","year":2018,"lang":"en","type":"review","venue":"Viruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Immune system; Latent Virus; Human immunodeficiency virus (HIV); Virus latency; Virology; Shock (circulatory); Virus; Biology; Immunology; Computational biology; Medicine; Viral replication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001379301,0.0002547152,0.0007803983,0.0001974742,0.0001518247,0.00002864859,0.0002723529,0.0002540406,0.0001320678],"category_scores_gemma":[0.00007579928,0.0001799007,0.0001851615,0.000118969,0.0002262421,0.00007206632,0.000162454,0.0001339489,0.0009221805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000425334,"about_ca_system_score_gemma":0.0002366237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008183919,"about_ca_topic_score_gemma":0.00005822637,"domain_scores_codex":[0.9987399,0.000127648,0.0003780064,0.0003599607,0.0000278303,0.0003666591],"domain_scores_gemma":[0.9989902,0.0003009317,0.0001436675,0.000408218,0.000106149,0.00005080306],"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":[0.0003121484,0.0005195356,0.0002139158,0.01050919,0.002814899,0.000004715471,0.0004215787,5.86417e-7,0.002094933,0.01077278,0.1112965,0.8610392],"study_design_scores_gemma":[0.0003164557,0.0006162241,0.0001534036,0.0009701498,0.0002929408,0.00001478973,0.00003869924,2.367629e-8,0.0003400824,0.0003280379,0.9967694,0.0001597382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007009552,0.9934592,0.00005357363,0.00010978,0.0001081924,0.001330851,0.00365053,0.00003072092,0.0005562499],"genre_scores_gemma":[0.0003775953,0.9964986,0.0002792725,0.00003582345,0.00003890806,0.0006736632,0.0008357872,0.00003027959,0.001230095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.885473,"threshold_uncertainty_score":0.9998557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09745608194996845,"score_gpt":0.386689156508028,"score_spread":0.2892330745580596,"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."}}