{"id":"W4214480769","doi":"10.14745/ccdr.v48i23a08","title":"Lessons from management of syphilis in Nunavut, Canada, 2012–2020","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Government of Nunavut; Nunavut Research Institute; University of Alberta","funders":"","keywords":"Syphilis; Medicine; Public health; Population; Epidemiology; Communicable disease; Congenital syphilis; Psychological intervention; Environmental health; Infectious disease (medical specialty); Demography; Disease; Family medicine; Nursing; Human immunodeficiency virus (HIV); Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001911917,0.0001813606,0.0004730017,0.00004920225,0.0001721452,0.000006334034,0.0003318039,0.00001833497,0.001334278],"category_scores_gemma":[0.00003768169,0.0001881756,0.00009260984,0.0003124177,0.00003864093,0.00003596956,0.0004809183,0.0002343218,4.59667e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220774,"about_ca_system_score_gemma":0.006151749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997407,"about_ca_topic_score_gemma":0.998673,"domain_scores_codex":[0.9978279,0.0001058201,0.0005709648,0.0003287125,0.0008592865,0.0003072836],"domain_scores_gemma":[0.9973847,0.0001153438,0.0002045297,0.001811174,0.00006188262,0.0004223592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002266907,0.001321097,0.6818434,0.000202616,0.0008265263,0.0895066,0.00005805644,0.000917593,0.0000103375,0.0004780615,0.222388,0.002221025],"study_design_scores_gemma":[0.001293645,0.00003022753,0.7840468,0.0001875801,0.0003654214,0.00007312647,0.001133729,0.0001245809,0.00004079438,0.00009822797,0.2124142,0.0001916553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597249,0.01458351,7.54197e-7,0.01428789,0.0002977528,0.0006898466,0.001044671,0.00001974967,0.009350909],"genre_scores_gemma":[0.9956757,0.0004770172,0.00007693481,0.0008944702,0.00002022677,0.0003396122,0.001171642,0.00002710275,0.00131726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022034,"threshold_uncertainty_score":0.9995787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171807577768708,"score_gpt":0.2696745889525402,"score_spread":0.2479565131748531,"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."}}