{"id":"W1990702223","doi":"10.1371/journal.pone.0115504","title":"Predictors of Condom Use among Peer Social Networks of Men Who Have Sex with Men in Ghana, West Africa","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Grand Challenges Canada","keywords":"Condom; Demography; Psychological intervention; Men who have sex with men; Psychosocial; Residence; Odds; Medicine; Social support; Ethnic group; Population; Psychology; Gerontology; Social psychology; Logistic regression; Human immunodeficiency virus (HIV); Family medicine; Sociology","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":[0.0004977294,0.0002658853,0.000217803,0.0005611085,0.0004922626,0.0004642416,0.0001879499,0.0002655243,0.002014108],"category_scores_gemma":[0.003052743,0.0002211634,0.0001896632,0.000613626,0.0002889175,0.0004432366,0.0004387468,0.0003497064,0.000106165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442724,"about_ca_system_score_gemma":0.0002549415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267791,"about_ca_topic_score_gemma":0.01646206,"domain_scores_codex":[0.9996547,0.0001566803,0.00003298278,0.00004047761,0.00005556343,0.000059646],"domain_scores_gemma":[0.9987318,0.0002309635,0.0006890814,0.000030015,0.00007736022,0.0002407709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001655687,0.00002953296,0.9979856,0.00000862562,0.00001259011,0.00004784835,0.0004957906,0.00001443262,0.00005134049,0.000008846522,0.00003780794,0.001290962],"study_design_scores_gemma":[0.000002774523,0.00007845976,0.9977415,0.00001930365,0.000008541017,0.0001475736,0.001732589,0.0001212939,0.00001733085,0.00001216227,0.0001168335,0.000001720705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995438,0.0001650166,0.00001788554,0.0000511418,0.000002376234,0.000007540351,0.00005595532,8.451386e-7,0.0001553366],"genre_scores_gemma":[0.9998187,0.00007570779,0.00002560923,0.000005918175,0.000002279604,0.000004654768,0.00002667644,3.250685e-7,0.00004006571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01267791,"threshold_uncertainty_score":0.02520823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06080821130137017,"score_gpt":0.2863984659578592,"score_spread":0.225590254656489,"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."}}