{"id":"W4221042572","doi":"10.3138/jammi-2021-0021","title":"Canadian Public Health Laboratory Network guidelines for the use of point-of-care tests for <i>Treponema pallidum</i> in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health","funders":"","keywords":"Syphilis; Medicine; Point-of-care testing; Public health; Food and drug administration; Guideline; Family medicine; Environmental health; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01437198,0.001626932,0.001634083,0.008067111,0.003807691,0.005712623,0.008138177,0.004380333,0.01914153],"category_scores_gemma":[0.04988181,0.001457852,0.002524249,0.007117799,0.002686083,0.001997393,0.002333236,0.005773241,0.00868937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03104347,"about_ca_system_score_gemma":0.1258853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8173863,"about_ca_topic_score_gemma":0.8607358,"domain_scores_codex":[0.9638667,0.007154983,0.005505628,0.001689062,0.01942672,0.002356895],"domain_scores_gemma":[0.9111035,0.007520066,0.003702745,0.001908596,0.07295728,0.002807848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001809,0.0002004108,0.006377824,0.002271275,0.00007906999,0.0009135619,0.0007066016,0.00127857,0.001192981,0.009537316,0.7963318,0.1809298],"study_design_scores_gemma":[0.0001514147,0.00009472008,0.01372149,0.005291922,0.0001035366,0.001207915,0.0004733859,0.001157699,0.00101066,0.003566076,0.9730685,0.0001525309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00686785,0.1668033,0.0895175,0.1596071,0.01173869,0.01354366,0.05060739,0.007760448,0.4935541],"genre_scores_gemma":[0.08626574,0.1892804,0.3470274,0.1267383,0.003339066,0.01339997,0.07634845,0.002943905,0.1546568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1826137,"threshold_uncertainty_score":0.3673782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160527246237491,"score_gpt":0.2833889871016819,"score_spread":0.2517837146393069,"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."}}