{"id":"W4380757938","doi":"10.1016/j.cmi.2023.06.013","title":"Rapid diagnostic testing for syphilis in Arctic communities (the STAR study): a multisite prospective field diagnostic accuracy study in an intended-use setting","year":2023,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity; Government of Canada; University of Toronto; BC Children's Hospital; University of British Columbia; McGill University Health Centre; McGill University; Public Health Ontario; Nunavik Regional Board of Health and Social Services; Government of Ontario; Institut National de Santé Publique du Québec; University of Alberta","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Syphilis; Serology; Internal medicine; Whole blood; Prospective cohort study; Diagnostic accuracy; Gastroenterology; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003984559,0.00090471,0.0005440465,0.001203549,0.001900337,0.001448368,0.0007728445,0.0008759492,0.0007365973],"category_scores_gemma":[0.005865077,0.0008381967,0.0005723117,0.001224626,0.001009568,0.001039928,0.001574631,0.001042985,0.0002763236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243359,"about_ca_system_score_gemma":0.002555691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08312199,"about_ca_topic_score_gemma":0.1181707,"domain_scores_codex":[0.9961332,0.002234061,0.0001718008,0.0004488956,0.0005567445,0.0004553808],"domain_scores_gemma":[0.9945851,0.001357845,0.001472557,0.0003672185,0.001089423,0.001127927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004301433,0.0006161241,0.996141,0.00001419494,0.00005083793,0.0001085916,0.0009516666,0.00004549622,0.0004063061,0.00003501184,0.0001483095,0.001052249],"study_design_scores_gemma":[0.0000678559,0.001307089,0.9938226,0.00001755642,0.00006292995,0.0003393336,0.003515029,0.0004047761,0.0001896856,0.0000417501,0.0002162841,0.00001518551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994642,0.00003032041,0.00009583944,0.00001817686,0.000005028518,0.00002597878,0.0001610189,0.000002150319,0.000197324],"genre_scores_gemma":[0.9988424,0.00007005049,0.0003974202,0.00008030347,0.00001462845,0.00004069753,0.0003484708,0.000005127485,0.0002008613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08312199,"threshold_uncertainty_score":0.1652763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097409931985633,"score_gpt":0.4019374469907772,"score_spread":0.2921964537922139,"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."}}