{"id":"W4205949011","doi":"10.3410/f.716897902.792302851","title":"Faculty Opinions recommendation of Immediate antiviral therapy appears to restrict resting CD4+ cell HIV-1 infection without accelerating the decay of latent infection.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Human immunodeficiency virus (HIV); Antiviral therapy; Medicine; Virology; Antiretroviral therapy; Immunology; Virus; Viral load","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001410534,0.001683435,0.00135119,0.00288819,0.0005806155,0.002403069,0.002120257,0.002063154,0.05897572],"category_scores_gemma":[0.01320928,0.0005204548,0.001700094,0.004586815,0.0002982288,0.001150676,0.001092449,0.001563681,0.04940666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608638,"about_ca_system_score_gemma":0.003121751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953944,"about_ca_topic_score_gemma":0.053759,"domain_scores_codex":[0.9986482,0.0002428533,0.0002222532,0.0003313361,0.0004070213,0.0001482852],"domain_scores_gemma":[0.9947631,0.00185825,0.0007754014,0.0008463661,0.001248155,0.0005088401],"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":[0.0001387857,0.00002281754,0.001679366,0.001189549,0.00007417486,0.00001588864,0.000007774263,0.000177165,0.00008827648,0.0002578868,0.9926329,0.003715323],"study_design_scores_gemma":[0.0007171093,0.00003927308,0.01247606,0.0007855317,0.0001765662,0.00009870371,0.00003331506,0.0006977944,0.0006022499,0.0007685323,0.9835634,0.00004146486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002001041,0.0001978754,0.0000616008,0.0001733875,0.00005121943,0.00001587346,0.9978538,0.0002300374,0.001216087],"genre_scores_gemma":[0.0009907705,0.0002187189,0.0003541977,0.0001682249,0.00002638945,0.00006410921,0.996586,0.00005735089,0.001534346],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05897572,"threshold_uncertainty_score":0.1972935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07434461562882327,"score_gpt":0.3918717318620237,"score_spread":0.3175271162332005,"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."}}