{"id":"W2320012664","doi":"10.1097/qad.0000000000001057","title":"Simplified HIV testing and treatment reduces mortality rate by over 60% in a trial in China","year":2016,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); China; Antiretroviral therapy; Mortality rate; Disease; Human immunodeficiency virus (HIV); Antiretroviral treatment; Demography; Family medicine; Viral load; Internal medicine; Psychiatry; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007506761,0.0009317811,0.001909027,0.0005488129,0.0009209728,0.0007742321,0.0006595112,0.00133158,0.003977101],"category_scores_gemma":[0.01047443,0.0003090438,0.003106134,0.0007093989,0.001070692,0.0007649015,0.0008736186,0.001664798,0.0002838566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272158,"about_ca_system_score_gemma":0.005087174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438485,"about_ca_topic_score_gemma":0.01595494,"domain_scores_codex":[0.9956505,0.003168444,0.000274152,0.0002495676,0.0002578883,0.0003994562],"domain_scores_gemma":[0.9972335,0.0008206757,0.0004114998,0.000335703,0.0003449674,0.0008537035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4633286,0.02640773,0.02356612,0.008444565,0.01801096,0.0006735596,0.001514564,0.004669388,0.003413356,0.003473103,0.02201768,0.4244804],"study_design_scores_gemma":[0.7127941,0.1826485,0.07083506,0.00121131,0.009896033,0.0001396764,0.0003455306,0.004409612,0.001551281,0.003316893,0.01261999,0.0002320808],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954442,0.01908811,0.0023103,0.007864506,0.001362164,0.006571962,0.001103265,0.0003433825,0.006914304],"genre_scores_gemma":[0.9798665,0.004059786,0.002145948,0.00582571,0.0003360262,0.004610058,0.0006944592,0.00002515895,0.002436233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438485,"threshold_uncertainty_score":0.03970003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05818654525504491,"score_gpt":0.3670327594790256,"score_spread":0.3088462142239807,"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."}}