{"id":"W2123239172","doi":"10.1016/s0140-6736(04)17053-0","title":"Is “3 by 5” enough? Recalculating the global need for antiretroviral treatment","year":2004,"lang":"en","type":"letter","venue":"The Lancet","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; AIDS Vancouver","funders":"","keywords":"Antiretroviral therapy; Medicine; Pill; Human immunodeficiency virus (HIV); Developing country; Antiretroviral treatment; Epidemiology; Family medicine; Demography; Economic growth; Viral load; Sociology; Internal medicine","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":[0.01004596,0.0008211304,0.001791971,0.0009043451,0.002955881,0.00476975,0.0022046,0.04882908,0.009278913],"category_scores_gemma":[0.05648707,0.0007032111,0.001394898,0.0008908602,0.00479648,0.00960981,0.002804812,0.04877063,0.003747079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005411395,"about_ca_system_score_gemma":0.006678665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009953874,"about_ca_topic_score_gemma":0.01856831,"domain_scores_codex":[0.9918805,0.003884451,0.0009864895,0.0004957397,0.001427945,0.001324893],"domain_scores_gemma":[0.9735392,0.01645869,0.001978859,0.0006020336,0.003041624,0.004379618],"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":[0.0003907432,0.0000703363,0.002217038,0.0004289269,0.0001204899,0.001575968,0.0006075737,0.000220489,0.0005343078,0.02054308,0.932821,0.04047016],"study_design_scores_gemma":[0.0004726428,0.0002514406,0.004268431,0.002036236,0.0002723821,0.002317941,0.002890943,0.0007463692,0.0004343008,0.06803318,0.9181153,0.0001608536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005156315,0.002797248,0.00009956679,0.9867278,0.008201803,0.000004114052,0.00003081819,0.000009189285,0.001613831],"genre_scores_gemma":[0.007571451,0.001982886,0.000223157,0.965915,0.02278782,0.00001810874,0.00002426132,0.00001683577,0.001460416],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04882908,"threshold_uncertainty_score":0.05312878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375166013940677,"score_gpt":0.3722032172301273,"score_spread":0.3084515570907206,"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."}}