{"id":"W2136677864","doi":"10.1093/cid/ciu299","title":"Addressing the Achilles' Heel in the HIV Care Continuum for the Success of a Test-and-Treat Strategy to Achieve an AIDS-Free Generation","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Université Pierre et Marie Curie; National Institutes of Health; Universiteit Stellenbosch; Vetenskapsrådet; U.S. President’s Emergency Plan for AIDS Relief; Institut National de la Santé et de la Recherche Médicale; ACT Government; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Wellcome Trust","keywords":"Medicine; Treatment as prevention; Intensive care medicine; Human immunodeficiency virus (HIV); Observational study; Population; Psychological intervention; Heel; Antiretroviral therapy; Viral load; Nursing; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008628934,0.0001273824,0.0002893533,0.00006480453,0.0003027786,0.0001192306,0.0002998825,0.00007046522,0.00003272423],"category_scores_gemma":[0.007871861,0.00005939829,0.0002603582,0.0001917294,0.0003114631,0.0001019715,0.00008373883,0.0002624886,0.000005530426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050015,"about_ca_system_score_gemma":0.00009659728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870404,"about_ca_topic_score_gemma":0.00339009,"domain_scores_codex":[0.9982501,0.0005774414,0.0004720622,0.0002549812,0.0002180685,0.0002273209],"domain_scores_gemma":[0.9953665,0.003444862,0.0001032315,0.0006436101,0.0002554134,0.0001863952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003661213,0.001772253,0.7497267,0.0002138443,0.0001285958,0.000004063922,0.0008728895,0.0001040473,0.0003725908,0.001119475,0.03162317,0.2136962],"study_design_scores_gemma":[0.005658098,0.02297958,0.9502259,0.0003550222,0.0006658646,0.000008641316,0.003416615,0.0107467,0.0001446903,0.001111082,0.004474218,0.0002136053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910611,0.001088711,0.001859669,0.003002267,0.00006449603,0.001386323,0.0002698715,0.00003046164,0.001237087],"genre_scores_gemma":[0.9977796,0.0001105014,0.00002065831,0.0007505371,0.0006521455,0.0002911189,0.00009635119,0.0000156024,0.000283487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134826,"threshold_uncertainty_score":0.9423921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277468553868309,"score_gpt":0.4551850194573329,"score_spread":0.327438164070502,"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."}}