{"id":"W4297240782","doi":"10.17269/s41997-022-00690-0","title":"Examining the impacts of a syphilis awareness campaign among gay, bisexual, and other men who have sex with men (gbMSM) in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Toronto; McGill University; University of Victoria; BC Centre for Disease Control; University of British Columbia; AIDS Vancouver","funders":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Men who have sex with men; Syphilis; Homosexuality; Demography; Psychology; Gerontology; Gender studies; Sociology; Medicine; Human immunodeficiency virus (HIV); Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001093489,0.0003776291,0.0006096805,0.001167317,0.008353116,0.00255546,0.001929069,0.001045518,0.003060689],"category_scores_gemma":[0.003442474,0.0005445972,0.0006877994,0.002204516,0.001416127,0.0006737399,0.002044149,0.003183072,0.0002729248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06189158,"about_ca_system_score_gemma":0.1383347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986771,"about_ca_topic_score_gemma":0.999514,"domain_scores_codex":[0.997802,0.0002938251,0.00006440044,0.0001139644,0.0005291011,0.001196814],"domain_scores_gemma":[0.9948554,0.0003691953,0.0003612594,0.00005995623,0.002146793,0.002207353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005709627,0.001947769,0.877131,0.0005042112,0.0003049124,0.0008110854,0.02848358,0.0005459386,0.0008643516,0.001220578,0.01679707,0.07081854],"study_design_scores_gemma":[0.00006881513,0.0002203885,0.9405664,0.0003517793,0.0001849904,0.00007186225,0.05127691,0.0005248142,0.0001848193,0.000105716,0.006401419,0.00004206705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856904,0.001327728,0.00006648494,0.00456277,0.0001061916,0.0001804597,0.001075476,0.00001301604,0.00697735],"genre_scores_gemma":[0.9912916,0.001732172,0.0001967575,0.001728218,0.00002795079,0.0000844781,0.000373123,0.000009653264,0.004556017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06189158,"threshold_uncertainty_score":0.449057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260534388953466,"score_gpt":0.3515102206540492,"score_spread":0.2254567817587027,"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."}}