{"id":"W4214617495","doi":"10.14745/ccdr.v48i23a04","title":"Syphilis in Ottawa: An evolving epidemic","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Ottawa Public Health; University of Ottawa","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Syphilis; Medicine; Men who have sex with men; Public health; Congenital syphilis; Epidemiology; Demography; Incidence (geometry); Christian ministry; Environmental health; Family medicine; Human immunodeficiency virus (HIV); Political science","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":[0.0006226124,0.0001722547,0.0004175425,0.000103576,0.0003313688,0.00001560169,0.0002840335,0.00002297388,0.001149352],"category_scores_gemma":[0.0004156952,0.0001758089,0.00009877512,0.0003195109,0.00004009945,0.0001001658,0.0002898588,0.0003605814,0.00000138935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919507,"about_ca_system_score_gemma":0.003587913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6724768,"about_ca_topic_score_gemma":0.6382371,"domain_scores_codex":[0.997932,0.0002366609,0.0005455248,0.0003502066,0.000572689,0.0003628803],"domain_scores_gemma":[0.9970039,0.00017551,0.0001525418,0.001983341,0.00008484915,0.0005998517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005365855,0.000775499,0.9412467,0.00003607479,0.00007090764,0.02357155,0.00005176846,0.0005381738,0.00001544004,0.00013562,0.03243404,0.001070603],"study_design_scores_gemma":[0.001185111,0.0001002736,0.8425979,0.00008429131,0.0001600173,0.0006778291,0.0007024189,0.001676289,0.00001695538,0.0001574474,0.1523995,0.0002419601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759569,0.01011056,8.32123e-7,0.004893855,0.0001935979,0.0005509191,0.00007495579,0.00005776524,0.008160613],"genre_scores_gemma":[0.9961738,0.00009279975,0.00008864544,0.001881129,0.0000408959,0.0004424509,0.0006381834,0.00003404359,0.0006080477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199655,"threshold_uncertainty_score":0.9997637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713965370228461,"score_gpt":0.2871535070326383,"score_spread":0.2600138533303537,"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."}}