{"id":"W2096080200","doi":"10.1186/1471-2431-9-80","title":"Effect of provider-initiated testing and counselling and integration of ART services on access to HIV diagnosis and treatment for children in Lilongwe, Malawi: a pre- post comparison","year":2009,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Antiretroviral therapy; Family medicine; Antiretroviral treatment; Pediatrics; Population; Public sector; Public health; Nursing; Viral load; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257643,0.0001128218,0.0002973693,0.0002498152,0.00003554244,0.00003617829,0.0000399979,0.00004314337,0.000002138762],"category_scores_gemma":[0.000453344,0.00008545913,0.00003208522,0.0002576437,0.00001887404,0.0001111844,0.00001077717,0.00006469717,4.195296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002313212,"about_ca_system_score_gemma":0.00002776648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002382654,"about_ca_topic_score_gemma":0.0004677518,"domain_scores_codex":[0.9992118,0.000064539,0.0002889093,0.0001664353,0.0001311285,0.0001372072],"domain_scores_gemma":[0.998646,0.0009407926,0.0001024981,0.00008459157,0.0001277979,0.00009837926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001065853,0.0004189727,0.9565457,0.0007959718,0.00001418123,8.560002e-7,0.0004369732,0.00002462835,0.0005570092,0.000006481135,0.0003602683,0.0397731],"study_design_scores_gemma":[0.003247328,0.0440352,0.9363165,0.0006676025,0.0001911916,0.000005615213,0.00005660496,0.009594611,0.005748226,0.00002737937,0.00001582892,0.00009389662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966865,0.0008231193,0.0004395996,0.0001837053,0.000005541321,0.001718556,0.00008830435,0.00001199185,0.00004272717],"genre_scores_gemma":[0.9977533,0.0009149008,0.001012473,0.00003288316,0.00004732687,0.0001063822,0.00008727558,0.000007962083,0.0000375269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04361623,"threshold_uncertainty_score":0.3484922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673785257128701,"score_gpt":0.3837159268661686,"score_spread":0.3269780742948816,"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."}}