{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005768872,0.0002424116,0.0005619164,0.0003067209,0.00003490262,0.00003755792,0.00008940708,0.0002951549,0.0003828164],"category_scores_gemma":[0.001062999,0.0001624268,0.0001366714,0.0002162163,0.00009818555,0.00008591339,0.00005003416,0.0006614978,0.0000308967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427899,"about_ca_system_score_gemma":0.0001497726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922692,"about_ca_topic_score_gemma":0.00007949253,"domain_scores_codex":[0.9980618,0.0003491266,0.0004550789,0.0004283464,0.0002425764,0.0004630275],"domain_scores_gemma":[0.9990543,0.0004206034,0.00009331046,0.0002996938,0.00002877518,0.0001032768],"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":[0.00168176,0.0002315716,0.01866066,0.0001058004,0.0001556467,0.000717719,0.0001031575,4.549676e-8,0.002582306,0.000002973367,0.9488655,0.02689291],"study_design_scores_gemma":[0.1598013,0.02528433,0.1263979,0.00462726,0.000362545,0.0000406645,0.00006060729,0.000271686,0.00221417,0.0009875993,0.6789435,0.00100844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134009,0.0002695642,0.00000683613,0.07756411,0.0000728321,0.00109574,0.0002633389,0.00002707664,0.007299537],"genre_scores_gemma":[0.6559359,0.0007439617,0.0002900285,0.0444685,0.008387094,0.001344324,0.001617064,0.0001911464,0.2870219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2797224,"threshold_uncertainty_score":0.6623572,"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."}}