{"id":"W4308495322","doi":"10.51731/cjht.2022.489","title":"Rapid Syphilis Testing","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syphilis; Point-of-care testing; Medicine; Point of care; Psychological intervention; Health care; Test (biology); Human immunodeficiency virus (HIV); Family medicine; Nursing; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006013619,0.0000948531,0.0003432424,0.0006163192,0.0004853412,0.00001372126,0.0001861605,0.00004209243,0.0001895271],"category_scores_gemma":[0.0008406813,0.00007955183,0.00008063845,0.0004801532,0.00009234637,0.00004054433,0.00003128664,0.000456189,0.000003909949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009318217,"about_ca_system_score_gemma":0.003118012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397469,"about_ca_topic_score_gemma":0.000473491,"domain_scores_codex":[0.9988446,0.00004768323,0.0004347876,0.0001104851,0.0001964455,0.0003660448],"domain_scores_gemma":[0.9991394,0.000098608,0.0003082081,0.0002153003,0.0001206336,0.0001178975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008481805,0.00005881003,0.06873243,0.0000389462,0.00005564156,0.0008226616,0.0001909379,0.00001840185,0.0000106102,0.0003809285,0.01131114,0.918371],"study_design_scores_gemma":[0.001566671,0.00479376,0.111473,0.0002757621,0.00006414699,0.006052941,0.01000357,0.0000205557,0.0003715901,0.002461968,0.8627394,0.0001765611],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5686002,0.2517816,0.00001320224,0.176668,0.000718858,0.0005071672,0.00004676867,0.0001882949,0.00147585],"genre_scores_gemma":[0.9974716,0.0002825237,0.0008388652,0.001325576,0.00001423735,0.00002166034,0.000002874658,0.00001311895,0.00002954052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9181945,"threshold_uncertainty_score":0.553122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08241587287447642,"score_gpt":0.2993597272150131,"score_spread":0.2169438543405366,"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."}}