{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124634,0.0001160398,0.0002910273,0.0002615112,0.0004075663,0.0000232188,0.00003729414,0.00008620931,0.0001618246],"category_scores_gemma":[0.00005789678,0.00008180691,0.00004037086,0.0003753249,0.0004865003,0.00007724996,0.00002022076,0.0001250571,0.00004424494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125571,"about_ca_system_score_gemma":0.0002202909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004519433,"about_ca_topic_score_gemma":0.0003985151,"domain_scores_codex":[0.9986739,0.0001010418,0.0002174004,0.0002693584,0.0004067328,0.0003316278],"domain_scores_gemma":[0.9986755,0.0001107257,0.00007360412,0.0003458579,0.0005374142,0.000256934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000252591,0.001153439,0.9944938,0.00003816417,0.0003173808,0.00001295612,0.0003269167,1.081839e-8,0.0005082043,0.0004447194,0.0004125924,0.002039235],"study_design_scores_gemma":[0.002512625,0.0190864,0.9751518,0.0001401673,0.00009695251,0.000004870857,0.00002457561,0.000001556021,0.001812163,0.0003457927,0.0007618503,0.00006129994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919889,0.0001445159,0.00001039084,0.00006572181,0.000007636654,0.000525435,0.00004431467,0.00004028976,0.007172789],"genre_scores_gemma":[0.9978188,0.0001770515,0.00009629948,0.0000521379,0.00005941748,0.00006217724,0.00008821017,0.00001678065,0.001629133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934204,"threshold_uncertainty_score":0.6832061,"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."}}