{"id":"W2279894434","doi":"10.1371/journal.pone.0150086","title":"Enrollment in HIV Care Two Years after HIV Diagnosis in the Kingdom of Swaziland: An Evaluation of a National Program of New Linkage Procedures","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Centers for Disease Control and Prevention; U.S. Public Health Service; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Medicine; Referral; Family medicine; Human immunodeficiency virus (HIV); Health care; Christian ministry; Cohort; Linkage (software); Pediatrics; Demography; 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":[0.01944027,0.0005713446,0.000579256,0.0008890998,0.001511697,0.0008438231,0.002120114,0.001033024,0.002311725],"category_scores_gemma":[0.02342929,0.000584636,0.0009157342,0.0008059465,0.0008531197,0.001307917,0.00269703,0.0009336638,0.0003440793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006164535,"about_ca_system_score_gemma":0.01176869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016509,"about_ca_topic_score_gemma":0.1204377,"domain_scores_codex":[0.9857004,0.009759987,0.001126677,0.0006526788,0.001725342,0.001034994],"domain_scores_gemma":[0.9795077,0.008106452,0.004196065,0.001994645,0.002393458,0.003801574],"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":[0.03191745,0.08485269,0.3323638,0.001606903,0.0005501637,0.0003294502,0.01293229,0.003716877,0.002243879,0.0004568884,0.002587963,0.5264417],"study_design_scores_gemma":[0.009953491,0.1065153,0.8611303,0.0004338425,0.0005518016,0.0002073445,0.004131192,0.008374652,0.002387892,0.0001308571,0.006069654,0.0001135156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996141,0.0001388705,0.0003788925,0.000319103,0.00001714044,0.002029035,0.0001657521,0.00005273724,0.0007575162],"genre_scores_gemma":[0.9845247,0.0006068034,0.007348444,0.0004124152,0.00004399833,0.00503281,0.0008738552,0.00001323885,0.001143764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016509,"threshold_uncertainty_score":0.2021185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09529453672911521,"score_gpt":0.3875385215812765,"score_spread":0.2922439848521613,"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."}}