{"id":"W2330067287","doi":"10.1136/sextrans-2011-050109.108","title":"O3-S1.06 Diagnostic accuracy of rapid point-of-care tests to detect syphilis: a meta-analyses","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Queen's University; McGill University","funders":"","keywords":"Medicine; Syphilis; Meta-analysis; Point-of-care testing; Context (archaeology); Test (biology); Point of care; Treponema; Internal medicine; Immunology; Pathology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001813708,0.0003984867,0.001192305,0.0006158495,0.0001141254,0.00001304259,0.0001661217,0.0001551299,0.003115284],"category_scores_gemma":[0.002008859,0.0002996613,0.000847127,0.001135914,0.0001621457,0.0001720877,0.00003127051,0.0002178746,0.0001228512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007213462,"about_ca_system_score_gemma":0.0002002525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008445206,"about_ca_topic_score_gemma":0.0005556266,"domain_scores_codex":[0.9977092,0.0001524826,0.0008787619,0.0004971378,0.0003963132,0.0003660782],"domain_scores_gemma":[0.9959986,0.002053724,0.0002363773,0.0008117813,0.000599689,0.0002997797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001245646,0.02945832,0.523197,0.00438278,0.1228379,0.0005493236,0.06279474,0.0007290233,0.07935821,0.003982222,0.008545756,0.1629191],"study_design_scores_gemma":[0.005152952,0.01420274,0.7219893,0.0005312891,0.05996032,0.0001720696,0.002128266,0.00001748085,0.1900485,0.001072476,0.00386331,0.000861334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823178,0.006304592,0.002449349,0.0007362667,0.000243771,0.002385879,0.000297907,0.0002472874,0.005017164],"genre_scores_gemma":[0.9959289,0.0003854992,0.002442048,0.000381317,0.00006127124,0.0006143243,0.00009382633,0.00005475739,0.00003804411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987923,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051214584155056,"score_gpt":0.3536177722756705,"score_spread":0.2484963138601649,"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."}}