{"id":"W2034178727","doi":"10.1093/cid/cir1010","title":"Predictors of Serological Cure After Treatment of Early Syphilis","year":2012,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Syphilis; Serology; Syphilis Serodiagnosis; Treponematosis; Early syphilis; Virology; Immunology; Sexually transmitted disease; Antibody; 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":[0.0001093546,0.0005527822,0.00209078,0.0001756676,0.00003276173,0.00001209634,0.0001092889,0.001290582,0.001141956],"category_scores_gemma":[0.0002711829,0.0003635553,0.001851265,0.0001673408,0.0006255403,0.00005887191,0.00005248163,0.0005336027,0.00008194565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153032,"about_ca_system_score_gemma":0.0002006199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008087557,"about_ca_topic_score_gemma":0.000005940536,"domain_scores_codex":[0.9967828,0.0002952235,0.001343175,0.0006277052,0.0004840661,0.0004670366],"domain_scores_gemma":[0.9963998,0.001401505,0.0006050695,0.0009507276,0.0002413109,0.0004015389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002373607,0.008541142,0.8471835,0.000301096,0.002048629,0.0003596627,0.00003762196,5.616642e-7,7.147649e-7,0.000003549061,0.1394808,0.001805442],"study_design_scores_gemma":[0.002658129,0.01050484,0.8711046,0.000275595,0.005953427,0.00001252862,0.000003039871,8.353394e-7,0.00002506226,0.00006728614,0.1091701,0.0002245012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588348,0.008310651,0.000002148385,0.02858545,0.001243324,0.001251295,0.001146046,0.0001423763,0.0004839281],"genre_scores_gemma":[0.9496384,0.003202101,0.000008099571,0.0395798,0.006206632,0.000486011,0.0005708841,0.00007345508,0.0002346316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03031063,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597243628790739,"score_gpt":0.3554993088644766,"score_spread":0.2995268725765692,"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."}}