{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02868765,0.001056473,0.001796392,0.0009665544,0.005357474,0.01139318,0.001836124,0.008701052,0.01395473],"category_scores_gemma":[0.05705128,0.0006089493,0.0009266678,0.0005925348,0.01249291,0.01293184,0.005968567,0.009182194,0.001617542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761352,"about_ca_system_score_gemma":0.01191576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015315,"about_ca_topic_score_gemma":0.00117546,"domain_scores_codex":[0.9869222,0.008341414,0.000496852,0.001094133,0.002115934,0.001029482],"domain_scores_gemma":[0.9673476,0.02501019,0.002124372,0.00151052,0.001433605,0.002573708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003566651,0.000631164,0.005444844,0.0007841128,0.0001937441,0.0004277159,0.001939409,0.01248325,0.001170435,0.8602282,0.01147492,0.1048655],"study_design_scores_gemma":[0.0001369285,0.0003924118,0.001396603,0.0004137732,0.00005386786,0.0002862635,0.0008897051,0.01736377,0.0003689016,0.9635323,0.01510986,0.00005555232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08728467,0.01439762,0.3478008,0.4736344,0.002108896,0.0007737041,0.0003364313,0.0004077143,0.07325584],"genre_scores_gemma":[0.8451569,0.004703033,0.1187958,0.01927087,0.00162048,0.001498987,0.0000985506,0.0001167607,0.008738589],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02868765,"threshold_uncertainty_score":0.1517166,"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."}}