{"id":"W2294248554","doi":"10.7448/ias.19.1.20672","title":"Same day HIV diagnosis and antiretroviral therapy initiation affects retention in Option B+ prevention of mother‐to‐child transmission services at antenatal care in Zomba District, Malawi","year":2016,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"United States Agency for International Development","keywords":"Medicine; Antiretroviral therapy; Referral; Human immunodeficiency virus (HIV); Family medicine; Health care; Transmission (telecommunications); Pediatrics; Viral load","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006079803,0.0001084404,0.0002178539,0.0002110406,0.00005263087,0.00002199711,0.0001996682,0.00008359157,0.00009106921],"category_scores_gemma":[0.0001056174,0.00006347352,0.0003890082,0.0002504087,0.00005289244,0.0004254941,0.00006624327,0.0002010028,0.000001896885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398894,"about_ca_system_score_gemma":0.00004627754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004927778,"about_ca_topic_score_gemma":0.00005642173,"domain_scores_codex":[0.9984913,0.0001572885,0.0004765587,0.0001456025,0.0005890012,0.0001402871],"domain_scores_gemma":[0.9991682,0.0000956421,0.0003179285,0.0001015517,0.0002404711,0.00007619063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000990316,0.0004923822,0.795145,0.0002209011,0.0001696285,0.00001089611,0.002661971,0.00002473191,0.09881766,0.0001120661,0.0009746705,0.1003797],"study_design_scores_gemma":[0.005896993,0.003959383,0.9505328,0.006768436,0.00004409282,0.00008590927,0.001322084,0.001113594,0.02873471,0.0003328213,0.001086207,0.0001229672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928693,0.0007024858,0.001769264,0.003970066,0.0001082612,0.0003340639,0.00005629393,0.000004674075,0.0001856398],"genre_scores_gemma":[0.9960019,0.002515862,0.0004909353,0.00009354138,0.0001030402,0.00001357251,0.00001927518,0.00001202777,0.0007498727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553878,"threshold_uncertainty_score":0.2588375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577010096054209,"score_gpt":0.3028970889305652,"score_spread":0.2871269879700231,"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."}}