{"id":"W2314018741","doi":"10.1136/bmjspcare-2013-000453b.26","title":"IMPROVING THE DELIVERY OF HIV OUTPATIENT SERVICES IN SUB-SAHARAN AFRICA","year":2013,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hospice Palliative Care Association","funders":"","keywords":"Medicine; Outreach; Nursing; Poverty; Service (business); Ambulatory care; Outpatient clinic; Service delivery framework; Family medicine; Health care; Business; Economic growth; Marketing","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":[0.002127295,0.0002558417,0.0001653976,0.0006221858,0.002286466,0.001602252,0.0007646165,0.0005406105,0.004970077],"category_scores_gemma":[0.007337229,0.000138187,0.000167628,0.001030036,0.0007913045,0.0008021306,0.002536077,0.0006294232,0.0002602988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221791,"about_ca_system_score_gemma":0.01016564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282025,"about_ca_topic_score_gemma":0.01889393,"domain_scores_codex":[0.9979759,0.001135596,0.00009071796,0.00004341771,0.0001352918,0.0006190692],"domain_scores_gemma":[0.9968808,0.0005621726,0.0007204553,0.00005871514,0.00036855,0.001409337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002348364,0.0006311178,0.1740447,0.007277993,0.0001354948,0.006326614,0.1639439,0.001012801,0.005066947,0.00525195,0.04906601,0.5870076],"study_design_scores_gemma":[0.0001895677,0.001453339,0.3769716,0.01005285,0.000150493,0.003031291,0.3502102,0.0005345979,0.001104736,0.002837525,0.2534026,0.00006126203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003995,0.02393068,0.001516391,0.04383683,0.0004441492,0.000761873,0.000414288,0.000091157,0.02860514],"genre_scores_gemma":[0.9797662,0.01192699,0.003291305,0.002720009,0.0001325148,0.0002871241,0.0001345641,0.000013368,0.001727853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282025,"threshold_uncertainty_score":0.02549124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176707822102205,"score_gpt":0.3290332038022304,"score_spread":0.2972661255812084,"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."}}