{"id":"W1988650326","doi":"10.1097/qad.0b013e32833fb71f","title":"Outcomes in patients waiting for antiretroviral treatment in the Free State Province, South Africa: prospective linkage study","year":2010,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Medical Research Council; International Development Research Centre","keywords":"Medicine; Confidence interval; Antiretroviral therapy; Staffing; Prospective cohort study; Expanded access; Pediatrics; Free state; Human immunodeficiency virus (HIV); Viral load; Demography; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057249,0.000366414,0.0003873976,0.001075347,0.001472244,0.0008567158,0.0004650231,0.0005116647,0.001778788],"category_scores_gemma":[0.003907759,0.0004795438,0.0003896315,0.002402802,0.0004648903,0.0008357486,0.001062299,0.0008116181,0.0002293601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045202,"about_ca_system_score_gemma":0.001812517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04417967,"about_ca_topic_score_gemma":0.04248238,"domain_scores_codex":[0.9991176,0.0002957488,0.00006380973,0.0001469662,0.0001071101,0.000268852],"domain_scores_gemma":[0.998202,0.0002112649,0.001004257,0.0001045538,0.0001423257,0.0003356965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253529,0.00008153418,0.9974918,0.00001973005,0.000039259,0.0001782435,0.0008320663,0.00003132885,0.0001030573,0.00003106753,0.0001896893,0.0008768978],"study_design_scores_gemma":[0.00006507696,0.0001763816,0.9967974,0.00004317641,0.0000377274,0.0003409883,0.001761723,0.0001632341,0.00004677316,0.00005419322,0.0005001437,0.00001322829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994107,0.00006298931,0.00002871552,0.00004876808,0.000001588786,0.00001950875,0.0003151265,9.484914e-7,0.000111653],"genre_scores_gemma":[0.9993794,0.00007599274,0.00005351735,0.00003829622,0.000004653805,0.00003863477,0.0003079018,9.405496e-7,0.0001005026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04417967,"threshold_uncertainty_score":0.08784503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217344681003504,"score_gpt":0.3178062323504763,"score_spread":0.2956327855404413,"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."}}