{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006121578,0.0001694007,0.0003023065,0.00009018726,0.00007520359,0.000003296088,0.00004209532,0.00005128525,0.001345781],"category_scores_gemma":[0.00003167629,0.0001376087,0.000142151,0.0001205826,0.00005360194,0.00007726037,0.00001192129,0.00008092339,0.00001257219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129847,"about_ca_system_score_gemma":0.0003465657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1251153,"about_ca_topic_score_gemma":0.008771034,"domain_scores_codex":[0.9989041,0.00003265983,0.0002789163,0.000169589,0.0002936089,0.0003211334],"domain_scores_gemma":[0.999119,0.00007284938,0.00009023736,0.0002395909,0.00006654694,0.0004117452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003861953,0.001048087,0.9706091,0.0001046618,0.0001939131,0.00002023086,0.0001000532,0.00004776009,0.0003274926,0.0000829745,0.01226925,0.01515787],"study_design_scores_gemma":[0.00143281,0.00017995,0.9773189,0.0001330085,0.0006278768,0.00005226672,0.0000927754,0.0001211298,0.004907163,0.00003354939,0.01492922,0.0001713853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851426,0.01156413,0.0004921242,0.0003848277,0.0003482662,0.0002965083,0.00004894916,0.0001111059,0.00161144],"genre_scores_gemma":[0.9990272,0.0003539502,0.00001497547,0.0002543887,0.0001474158,0.00003913935,0.00007364513,0.00002448432,0.00006481414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163443,"threshold_uncertainty_score":0.9995672,"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."}}