{"id":"W2934061008","doi":"10.1177/2325958219832285","title":"HIV Vaccine Preparedness among Men Who Have Sex with Men in Taiwan: Sociocultural and Behavioral Factors","year":2019,"lang":"en","type":"article","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Preparedness; Men who have sex with men; Medicine; HIV vaccine; Human immunodeficiency virus (HIV); Demography; Family medicine; Gerontology; Syphilis; Vaccine trial","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":[0.0004570597,0.0001795083,0.0001472634,0.0006399732,0.0005254987,0.0006694391,0.0002040239,0.0004291191,0.001316553],"category_scores_gemma":[0.001737493,0.0003082552,0.0002504058,0.000585917,0.0003165446,0.0004881507,0.000401852,0.0005571314,0.0001205496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805895,"about_ca_system_score_gemma":0.000427609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079049,"about_ca_topic_score_gemma":0.01467481,"domain_scores_codex":[0.9997448,0.00009373496,0.00003089683,0.00003226229,0.00004271968,0.00005564061],"domain_scores_gemma":[0.9991103,0.0001310586,0.0004376345,0.00003247827,0.00005577329,0.0002328865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001861298,0.00006185765,0.9979603,0.00001056878,0.00002681579,0.00008209262,0.0004746528,0.00001978713,0.0001177493,0.00001956319,0.00006149169,0.0011464],"study_design_scores_gemma":[0.000004032204,0.00008941371,0.9976003,0.00001724362,0.00001833418,0.0001366633,0.001676651,0.0002134732,0.00005000982,0.00003245662,0.0001574239,0.000003873501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993363,0.000191267,0.00001752092,0.0001442095,0.000003784472,0.000006078492,0.00003629421,0.000001324679,0.0002631964],"genre_scores_gemma":[0.9997807,0.00007529989,0.00001878453,0.00003181036,0.000004930924,0.000003609578,0.0000211538,3.977023e-7,0.00006341309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01079049,"threshold_uncertainty_score":0.02145541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024503524116248,"score_gpt":0.2948124514557455,"score_spread":0.284567416214583,"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."}}