{"id":"W6957949818","doi":"10.60692/nyv11-v4v67","title":"Which community-based HIV initiatives are effective in achieving UNAIDS 90-90-90 targets? A systematic review and meta-analysis of evidence (2007-2018)","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Psychological intervention; Linkage (software); Human immunodeficiency virus (HIV); Intervention (counseling); Systematic review","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":[0.02648141,0.003257521,0.02419338,0.009317224,0.0009598169,0.005369787,0.002980574,0.003088395,0.004443479],"category_scores_gemma":[0.07561005,0.002135175,0.0358317,0.008746649,0.001342164,0.003816916,0.002673035,0.002870513,0.0004385348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006668583,"about_ca_system_score_gemma":0.01140105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459922,"about_ca_topic_score_gemma":0.02793879,"domain_scores_codex":[0.9768901,0.01066137,0.007509099,0.001862764,0.002423198,0.0006534443],"domain_scores_gemma":[0.9613488,0.02798913,0.005957713,0.001053859,0.003161977,0.0004884837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001201149,0.00002978805,0.001712531,0.7581951,0.2198283,0.00007144406,0.0001408782,0.0002409686,0.0001054188,0.0001838536,0.0005722428,0.01771833],"study_design_scores_gemma":[0.0009450185,0.0003048401,0.002802105,0.1902106,0.8020136,0.00008436155,0.000132334,0.0001364488,0.0002020396,0.0003271291,0.002806392,0.00003511247],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002234345,0.9953935,0.0003962296,0.0003127068,0.0001415446,0.0007543426,0.0004438751,0.00002491283,0.0002986594],"genre_scores_gemma":[0.08336126,0.9097396,0.0021419,0.001190907,0.0001751329,0.002514198,0.0006370074,0.00002838152,0.0002115932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02648141,"threshold_uncertainty_score":0.1400487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216214619571764,"score_gpt":0.338479015813326,"score_spread":0.2168575538561496,"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."}}