{"id":"W3046115495","doi":"10.12688/gatesopenres.13152.1","title":"HIV testing amid COVID-19: community efforts to reach men who have sex with men in three Kenyan counties","year":2020,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Outreach; Government (linguistics); Kenya; Pandemic; Economic growth; Medicine; Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV); Political science; Gerontology; Environmental health; Family medicine; Economics; Disease","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":[0.001750597,0.0003895864,0.0002526698,0.0005313248,0.01448797,0.001480189,0.001303935,0.001889716,0.002542107],"category_scores_gemma":[0.00243897,0.0004429361,0.0002760305,0.000563851,0.003128896,0.001024805,0.005858433,0.002263866,0.0002213347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310169,"about_ca_system_score_gemma":0.01289799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107289,"about_ca_topic_score_gemma":0.3613555,"domain_scores_codex":[0.9988419,0.0004414306,0.00003136019,0.00007801707,0.0001176447,0.0004896299],"domain_scores_gemma":[0.9978989,0.0003713798,0.0001927349,0.00006605653,0.0002036919,0.001267269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001106639,0.004674842,0.2218536,0.00126156,0.0001414654,0.01440599,0.4461983,0.0006301496,0.01652994,0.005639129,0.01740451,0.2701539],"study_design_scores_gemma":[0.0003865012,0.002771606,0.3317904,0.0007874263,0.0001826639,0.002181334,0.6129457,0.0007340571,0.003227795,0.001471332,0.0433871,0.0001341127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912458,0.0003293402,0.0001573122,0.004155932,0.00003923458,0.0003583662,0.00003594603,0.00001395104,0.003664162],"genre_scores_gemma":[0.9923265,0.000782286,0.001184355,0.002513245,0.00002886287,0.0003683976,0.00007682567,0.0000100391,0.002709573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107289,"threshold_uncertainty_score":0.2133291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398613958052202,"score_gpt":0.4664700979911309,"score_spread":0.2266087021859107,"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."}}