{"id":"W3088244893","doi":"10.1097/olq.0000000000001249","title":"Exploring How Epidemic Context Influences Syphilis Screening Impact: A Mathematical Modeling Study","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Syphilis; Context (archaeology); Sexually transmitted disease; Treponematosis; Environmental health; Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002634621,0.001022395,0.001216163,0.001310737,0.00089036,0.002140241,0.001663783,0.002149012,0.005326788],"category_scores_gemma":[0.01071098,0.0006642513,0.00240977,0.0009776899,0.0008673328,0.001710475,0.001668637,0.001809964,0.0003142174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996275,"about_ca_system_score_gemma":0.002746035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05124689,"about_ca_topic_score_gemma":0.02620498,"domain_scores_codex":[0.9990464,0.0005301016,0.00002786145,0.0001197885,0.00004683181,0.0002290179],"domain_scores_gemma":[0.9917091,0.006549697,0.0008772088,0.0001475952,0.0004229592,0.0002934189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001022626,0.0001860563,0.02260736,0.00007027818,0.0002633164,0.0004642015,0.0002048496,0.9501821,0.0004305631,0.02033398,0.001585706,0.003569175],"study_design_scores_gemma":[0.00003938758,0.00005973666,0.00221938,0.0000267462,0.000114764,0.00007809168,0.0001489006,0.9906799,0.0000526407,0.006011774,0.0005478415,0.00002084009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925549,0.001395055,0.07750044,0.006595033,0.0001302067,0.0002144917,0.001598299,0.0001549857,0.01985657],"genre_scores_gemma":[0.9872361,0.0006638531,0.006094569,0.0003359723,0.00006210306,0.0001325147,0.0002790091,0.0000318042,0.005164032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05124689,"threshold_uncertainty_score":0.1018972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001431385082668,"score_gpt":0.3391173699258901,"score_spread":0.1389742314176233,"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."}}