{"id":"W2030646451","doi":"10.1258/ijsa.2007.007272","title":"Cost effectiveness of enzyme immunoassay and immunoblot testing for the diagnosis of syphilis","year":2008,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Provincial Laboratory of Public Health; Institute of Health Economics","funders":"","keywords":"Medicine; Immunoassay; Syphilis; Syphilis Serodiagnosis; Treponematosis; Virology; Sexually transmitted disease; Immunology; Medical screening; Antibody; Gynecology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006899422,0.0001048309,0.0003591778,0.000148988,0.00004925632,0.000009137547,0.0001779031,0.00003797957,0.00002779165],"category_scores_gemma":[0.001088547,0.00006523081,0.0001967765,0.00009942038,0.0001513779,0.00009929884,0.00004484951,0.00010593,4.74562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008884254,"about_ca_system_score_gemma":0.00009994002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254202,"about_ca_topic_score_gemma":0.000001630861,"domain_scores_codex":[0.9988409,0.00005640314,0.000499261,0.00008805247,0.0004227017,0.00009268652],"domain_scores_gemma":[0.9942513,0.003937025,0.0004394327,0.0001124868,0.001216452,0.00004326899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001126373,0.0009202742,0.9428357,0.0000882825,0.002086354,0.00006825991,0.0004141749,0.00009494844,0.01086462,0.0004925149,0.0001670512,0.04084139],"study_design_scores_gemma":[0.004599643,0.002264898,0.8932731,0.00114727,0.0003287918,0.0008482352,0.0001424019,0.00006133444,0.09643669,0.000234652,0.0005993028,0.00006374191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926177,0.00566554,0.000393829,0.0004724312,0.000351992,0.0003407866,0.00004563812,0.000003308776,0.000108802],"genre_scores_gemma":[0.9973382,0.001327612,0.001043167,0.00005005796,0.0001621344,0.00005034645,0.000004602921,0.00001254139,0.00001137208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08557207,"threshold_uncertainty_score":0.2660035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07325232338935515,"score_gpt":0.3432561965310452,"score_spread":0.2700038731416901,"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."}}