{"id":"W4214648207","doi":"10.14745/ccdr.v48i23a01","title":"Rising syphilis rates in Canada, 2011–2020","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia; Ministry of Health and Long Term Care; Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Syphilis; Medicine; Demography; Outbreak; Public health; Men who have sex with men; Population; Infectious disease (medical specialty); Environmental health; Disease; Immunology; Virology; Human immunodeficiency virus (HIV); Internal medicine","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":[0.000996706,0.0005517051,0.0004022376,0.003654844,0.002407586,0.002437384,0.001399904,0.000593507,0.00434206],"category_scores_gemma":[0.003395615,0.0003132877,0.000994512,0.005535359,0.0006189655,0.0007991757,0.0009976807,0.001520175,0.0008057887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06669445,"about_ca_system_score_gemma":0.1015679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964052,"about_ca_topic_score_gemma":0.9969819,"domain_scores_codex":[0.9980078,0.00005433706,0.0001007285,0.0001539166,0.001024976,0.0006582605],"domain_scores_gemma":[0.9946917,0.00008529746,0.0005326462,0.00005104466,0.0035898,0.001049588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002664255,0.00008276902,0.871815,0.000657676,0.0002165982,0.0003988341,0.001052403,0.001113484,0.0005543123,0.001254539,0.07436436,0.04822372],"study_design_scores_gemma":[0.00001681517,0.0000388693,0.965694,0.0003043184,0.00008348031,0.0003095736,0.001124365,0.001048063,0.0002479226,0.0001144181,0.03098268,0.00003553589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6306712,0.02560311,0.001343599,0.02058788,0.0008926215,0.0003589852,0.2633757,0.0008150356,0.05635181],"genre_scores_gemma":[0.9206172,0.0107513,0.001669479,0.00253997,0.0001859337,0.0001019995,0.05456233,0.00008999026,0.009481703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06669445,"threshold_uncertainty_score":0.4839044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878636692643017,"score_gpt":0.2577455563914585,"score_spread":0.2389591894650283,"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."}}