{"id":"W2101474389","doi":"10.3201/eid1806.111421","title":"Local Transmission of Imported Endemic Syphilis, Canada, 2011","year":2012,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Syphilis; Transmission (telecommunications); Endemic diseases; Neglected tropical diseases; Geography; Medicine; Virology; Environmental health; Public health; Pathology; Human immunodeficiency virus (HIV); Telecommunications; Computer science","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":[0.0002003473,0.0002447713,0.0001919323,0.0008142479,0.002939665,0.001185252,0.0004569464,0.0002773598,0.002990472],"category_scores_gemma":[0.0009854523,0.0001715198,0.0001656425,0.001723002,0.000661018,0.0001875945,0.0004204622,0.0006755389,0.0002064916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02109004,"about_ca_system_score_gemma":0.02552927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854666,"about_ca_topic_score_gemma":0.9951957,"domain_scores_codex":[0.9997068,0.00002384446,0.00001671235,0.00002762265,0.0001205481,0.000104438],"domain_scores_gemma":[0.9995522,0.00001924735,0.00005882258,0.00001050589,0.0002291292,0.0001300317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005102375,0.0003297056,0.7579008,0.0009021085,0.0001396017,0.03810644,0.008241136,0.0006099811,0.002752215,0.002194781,0.02583187,0.162481],"study_design_scores_gemma":[0.00007495657,0.0001673701,0.9288372,0.0005572581,0.0001642012,0.02369,0.01146362,0.0006113828,0.001455836,0.0002513935,0.03266262,0.00006412256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352849,0.01386414,0.0005951144,0.00275716,0.0001119562,0.0002329028,0.003009684,0.00008027075,0.04406378],"genre_scores_gemma":[0.9850079,0.007205564,0.0004050724,0.0006125902,0.00002182943,0.00001265399,0.0007666424,0.00001473581,0.005952992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109004,"threshold_uncertainty_score":0.1530197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034808024099523,"score_gpt":0.2554614052476089,"score_spread":0.2451133250066137,"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."}}