{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003995513,0.00009509219,0.0004304785,0.0001510545,0.00002224869,0.00001049863,0.0000977478,0.00008336418,0.0001918501],"category_scores_gemma":[0.0004305622,0.00007582859,0.000056184,0.0002039304,0.0002335966,0.0001362362,0.00005461078,0.000240052,0.000005512965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006689681,"about_ca_system_score_gemma":0.0001072077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226318,"about_ca_topic_score_gemma":0.0006479339,"domain_scores_codex":[0.998435,0.0001020119,0.0003062932,0.0001455783,0.0007495123,0.0002616087],"domain_scores_gemma":[0.9989696,0.0000747696,0.0001038121,0.0001818196,0.0004638499,0.0002061202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007283225,0.00245429,0.8139915,0.0001848988,0.0009920222,0.00002728425,0.006079427,0.00001652689,0.001244423,0.0000381067,0.1740986,0.0001446225],"study_design_scores_gemma":[0.02625006,0.02169497,0.7083533,0.004461485,0.001604958,0.000005999594,0.02608879,0.1857314,0.02401026,0.0000743316,0.001081735,0.0006427029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194693,0.0000898306,0.0001620171,0.0004947844,0.000002649848,0.0005328189,0.00006014643,0.00001700745,0.07917147],"genre_scores_gemma":[0.9050129,0.000009579977,0.0001777328,0.000005923844,0.00009921762,0.00003640642,0.00004812537,0.00001800326,0.09459209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1857149,"threshold_uncertainty_score":0.30922,"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."}}