{"id":"W2082013361","doi":"10.1097/olq.0b013e3181d73ce1","title":"Molecular Typing of Treponema pallidum Strains in Western Canada: Predominance of 14d Subtypes","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health; Alberta Health Services; Provincial Laboratory of Public Health; Government of Northwest Territories; Public Health Agency of Canada","funders":"","keywords":"Treponema; Medicine; Typing; Virology; Syphilis; Microbiology; Biology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002866091,0.0003547435,0.0002213448,0.001534062,0.001447711,0.0006520878,0.0005975945,0.0002445089,0.0008751937],"category_scores_gemma":[0.0008833235,0.0002356379,0.0001747813,0.001827551,0.0007008314,0.0001093994,0.0004402181,0.0002791042,0.000143025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009989383,"about_ca_system_score_gemma":0.01301424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.967966,"about_ca_topic_score_gemma":0.9741966,"domain_scores_codex":[0.9995387,0.00002139124,0.00002706815,0.00006424386,0.0001908128,0.0001578691],"domain_scores_gemma":[0.9991174,0.00005144555,0.0001374957,0.0000200577,0.0004304042,0.0002431614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678054,0.00002634254,0.9799052,0.00004894824,0.00002935902,0.0005022947,0.0006155147,0.0001699015,0.005145092,0.0000703821,0.0004640999,0.01285505],"study_design_scores_gemma":[0.00001328915,0.00004888723,0.9956623,0.00003381756,0.00002760606,0.0007104457,0.001049966,0.0003640762,0.0009208102,0.00002407013,0.001135986,0.000008735315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976594,0.0005702407,0.0001296256,0.0001029995,0.000004432517,0.00002923297,0.0003938279,0.000008603769,0.001101609],"genre_scores_gemma":[0.99837,0.000389248,0.0003256968,0.00008501878,0.000003026378,0.000006376445,0.000385317,0.00000317823,0.0004323141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03203404,"threshold_uncertainty_score":0.07247835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009702439974095131,"score_gpt":0.2518300359827659,"score_spread":0.2421275960086707,"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."}}