{"id":"W2808644747","doi":"10.1089/aid.2017.0284","title":"Early Treatment of Primary HIV Infection Is Associated with Decreased Mortality","year":2018,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; National Institutes of Health; Institute of Infection and Immunity; University of New South Wales","keywords":"Human immunodeficiency virus (HIV); Medicine; Antiretroviral treatment; Virology; Antiretroviral therapy; Internal medicine; Immunology; Viral load","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003527663,0.0001526654,0.0003117372,0.0003028463,0.0003382902,0.0006241427,0.0002310251,0.0003126295,0.001568721],"category_scores_gemma":[0.00211056,0.0001797829,0.0002746675,0.0003275334,0.0002030181,0.0002778216,0.0003728033,0.0006942691,0.0002108185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664427,"about_ca_system_score_gemma":0.0004672552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008668435,"about_ca_topic_score_gemma":0.01092243,"domain_scores_codex":[0.9997346,0.00007768509,0.00002178856,0.00004410915,0.00005077648,0.00007106127],"domain_scores_gemma":[0.9985455,0.0001729434,0.0007481227,0.00005300019,0.0001583856,0.0003220062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005702502,0.00002524574,0.9975265,0.00001362919,0.00002231093,0.00008657249,0.00005156693,0.00002072897,0.0001387876,0.000008759161,0.00009870421,0.001950215],"study_design_scores_gemma":[0.000001167701,0.00003774626,0.9995572,0.000007233864,0.000007230244,0.0001659064,0.00005388638,0.00005135807,0.00001744823,0.00000932017,0.00009044172,0.000001028559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975469,0.001425367,0.00006194688,0.0002144905,0.00001728909,0.000005908828,0.0001436205,0.000003657821,0.0005809616],"genre_scores_gemma":[0.9991162,0.000385473,0.00004709931,0.00004691094,0.00002154846,0.000002686868,0.0001093191,0.000001128915,0.0002697081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008668435,"threshold_uncertainty_score":0.01723593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119809677832933,"score_gpt":0.4149603579301447,"score_spread":0.2951506800972117,"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."}}