{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002298445,0.00094723,0.000979942,0.004403993,0.0006751663,0.001919416,0.001731845,0.001428365,0.1086738],"category_scores_gemma":[0.009737585,0.0003888946,0.0008622014,0.002206742,0.0003581069,0.001241953,0.001018435,0.001404055,0.03663663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007147,"about_ca_system_score_gemma":0.00292323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945667,"about_ca_topic_score_gemma":0.03669483,"domain_scores_codex":[0.9969169,0.0004203461,0.0002000211,0.0002895674,0.001832486,0.0003406722],"domain_scores_gemma":[0.9940879,0.001456003,0.0006117226,0.0002879249,0.003058438,0.0004979164],"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":[0.000332669,0.0001338076,0.00674999,0.001891318,0.00005944771,0.000525919,0.000113753,0.0001608078,0.001169169,0.002426009,0.4764464,0.5099908],"study_design_scores_gemma":[0.00008032599,0.0002182123,0.01202081,0.003189755,0.0001012584,0.003293309,0.0001391068,0.0002288565,0.002132189,0.001166735,0.9773824,0.00004712126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01138585,0.1813827,0.01404114,0.02655276,0.007877967,0.00173668,0.08071678,0.007930337,0.6683758],"genre_scores_gemma":[0.1720891,0.3007903,0.04338607,0.03900757,0.004963053,0.001503657,0.1064306,0.001558043,0.3302716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1086738,"threshold_uncertainty_score":0.3635501,"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."}}