{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002557273,0.0001927772,0.0004345217,0.00005734497,0.0003456362,0.00001415776,0.0002591999,0.00001557779,0.001809924],"category_scores_gemma":[0.0001595123,0.0001957879,0.0000797242,0.0002500682,0.0000299782,0.00004386078,0.0003355544,0.0003421725,0.000001597454],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005835768,"about_ca_system_score_gemma":0.02709512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997106,"about_ca_topic_score_gemma":0.9997857,"domain_scores_codex":[0.9978694,0.0001427009,0.0005136767,0.0003267459,0.0007499958,0.0003975201],"domain_scores_gemma":[0.997546,0.0001735534,0.0001584921,0.001475035,0.00007587261,0.0005710842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000756045,0.0002417956,0.823177,0.00003643742,0.00009875982,0.04607077,0.00002148385,0.0005838111,0.000006205903,0.00002422441,0.129069,0.0005949195],"study_design_scores_gemma":[0.001052722,0.00003532563,0.7796093,0.00007177914,0.0001565819,0.0005909452,0.0009916459,0.0005226923,0.0000564157,0.00004587534,0.2166153,0.0002514218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715004,0.01150229,2.627011e-7,0.01149956,0.0003086104,0.0004964553,0.0001824155,0.0000236918,0.004486286],"genre_scores_gemma":[0.9956504,0.0002033187,0.00002782978,0.002408502,0.00003644361,0.0002749315,0.0005732435,0.00003199066,0.000793386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08754635,"threshold_uncertainty_score":0.9991025,"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."}}