{"id":"W1977203880","doi":"10.1097/olq.0b013e31824e53f7","title":"Impact of Reverse Sequence Syphilis Screening on New Diagnoses of Late Latent Syphilis in Edmonton, Canada","year":2012,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Public Health Agency of Canada; University of Alberta; Alberta Health; Alberta Health Services","funders":"","keywords":"Syphilis; Medicine; Latent Syphilis; Public health; Medical diagnosis; Early syphilis; Treponematosis; Family medicine; Sequence (biology); Sexually transmitted disease; Human immunodeficiency virus (HIV); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164216,0.0004145128,0.0003997161,0.0007743868,0.001893457,0.001333348,0.001438953,0.0006386124,0.00283163],"category_scores_gemma":[0.006305508,0.0003539702,0.0005863998,0.0009100661,0.0006457785,0.0003633605,0.0009866956,0.001735336,0.0001628786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04128215,"about_ca_system_score_gemma":0.05373933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938526,"about_ca_topic_score_gemma":0.9969389,"domain_scores_codex":[0.9981706,0.0003496322,0.00006550233,0.0001261293,0.0006170054,0.0006712436],"domain_scores_gemma":[0.9944736,0.0009235888,0.0006732654,0.00009531798,0.001933557,0.001900641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001693888,0.000525983,0.9379627,0.0001150887,0.0001516121,0.001042114,0.0005562464,0.001933318,0.0004605801,0.0007478385,0.01130424,0.0435064],"study_design_scores_gemma":[0.0001834232,0.0002368989,0.990339,0.000172532,0.0001399666,0.0003227723,0.001334477,0.003269885,0.0002456148,0.0001356209,0.003571365,0.00004833818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679027,0.004774481,0.0002217339,0.009476865,0.0002465822,0.00008851648,0.002756598,0.00005399667,0.01447845],"genre_scores_gemma":[0.9931061,0.00154748,0.0002652503,0.001085176,0.00004462086,0.00001088709,0.0009043656,0.00001208551,0.003023993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04128215,"threshold_uncertainty_score":0.2995244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443083641325583,"score_gpt":0.3027177891464686,"score_spread":0.2682869527332128,"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."}}