{"id":"W3039765948","doi":"10.1371/journal.pone.0235606","title":"High prevalence of non-communicable diseases among key populations enrolled at a large HIV prevention & treatment program in Kenya","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Interquartile range; Men who have sex with men; Multivariate analysis; Demography; Pediatrics; Environmental health; Human immunodeficiency virus (HIV); Family medicine; Internal medicine; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006888492,0.0002914215,0.0002389934,0.0009167106,0.002116836,0.0007990447,0.000694891,0.0005201492,0.002385976],"category_scores_gemma":[0.001550391,0.0004178522,0.0001470617,0.001267733,0.0006727525,0.0008082892,0.0009898844,0.0005649837,0.0001801171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416262,"about_ca_system_score_gemma":0.002291992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08037694,"about_ca_topic_score_gemma":0.1754232,"domain_scores_codex":[0.999345,0.0001860863,0.00007050271,0.0001063892,0.0001304585,0.0001615556],"domain_scores_gemma":[0.9991708,0.00009779311,0.0004429222,0.00001746665,0.00008172042,0.000189268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005109377,0.0001005313,0.9935649,0.0001185673,0.00002145507,0.0004372131,0.001174408,0.00002191614,0.0007166595,0.0000343635,0.0004409247,0.003318014],"study_design_scores_gemma":[0.000008538285,0.00007038418,0.9965248,0.0001071888,0.00001174906,0.0002995777,0.002504625,0.00006590055,0.00007112975,0.00001165535,0.0003192554,0.000005230421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977987,0.0004786746,0.00004883391,0.0002137643,0.000005982213,0.0001208977,0.0006363984,0.000003498955,0.0006931936],"genre_scores_gemma":[0.9986528,0.0005070426,0.0001628342,0.0001376647,0.000006348328,0.00006373226,0.0002963072,0.00000124784,0.0001720664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08037694,"threshold_uncertainty_score":0.1598182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734065021349215,"score_gpt":0.3317361994966946,"score_spread":0.2583296973617731,"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."}}