{"id":"W6979817460","doi":"","title":"Ambitious HIV treatment goals, viral suppression, and laboratory readiness in Maputo, Mozambique","year":2018,"lang":"en","type":"dissertation","venue":"ResearchWorks at the University of Washington (University of Washington)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Human immunodeficiency virus (HIV); Population; Public health; Disease; Pandemic","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":[0.0007614444,0.0003405456,0.0003656306,0.0005217412,0.001828062,0.001458197,0.0006741828,0.0006639159,0.00177614],"category_scores_gemma":[0.00242628,0.0004109334,0.0004069073,0.0009631257,0.000769002,0.0005834397,0.001329935,0.002180736,0.0002601619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005180327,"about_ca_system_score_gemma":0.00865085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5626407,"about_ca_topic_score_gemma":0.7145466,"domain_scores_codex":[0.9994265,0.0001303754,0.00001877265,0.00003554834,0.00004357584,0.0003452175],"domain_scores_gemma":[0.9993041,0.00009355042,0.0001776428,0.00001527619,0.00009011941,0.0003193113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000264032,0.0008361993,0.9634703,0.0001314119,0.00008788522,0.0004403001,0.0145112,0.0002690342,0.0004199376,0.0007521448,0.002751304,0.01606634],"study_design_scores_gemma":[0.00002815199,0.0001277804,0.9859804,0.0001266995,0.0000396167,0.00004216621,0.01217848,0.0002021486,0.00005882506,0.0001279073,0.001075146,0.00001269363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971744,0.0002628156,0.0000375114,0.0006813055,0.00001218653,0.00004554637,0.000309947,0.000003517026,0.001472761],"genre_scores_gemma":[0.9981588,0.0002973603,0.00008938907,0.0001189954,0.000004614017,0.0000750251,0.0001919924,0.000002058987,0.001061701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5626407,"threshold_uncertainty_score":0.8798701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213141408210978,"score_gpt":0.2651727293342936,"score_spread":0.2530413152521838,"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."}}