{"id":"W2304313786","doi":"10.1093/ofid/ofu052.1293","title":"1747Are Screening Blitzes Contributing to the Observed Trends in Syphilis Outbreaks in Urban Men Who Have Sex with Men?","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Men who have sex with men; Syphilis; Outbreak; Demography; Gerontology; Environmental health; Family medicine; 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":[0.00123045,0.000383567,0.0003433106,0.0003720364,0.000301434,0.00138763,0.0006652844,0.001061043,0.003266453],"category_scores_gemma":[0.004964416,0.0004642416,0.000890597,0.0002826785,0.0005136979,0.0009510036,0.0006937198,0.0006474535,0.0002482107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002843352,"about_ca_system_score_gemma":0.001795507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649651,"about_ca_topic_score_gemma":0.0269576,"domain_scores_codex":[0.999531,0.0001920116,0.00001530735,0.00008041328,0.00004485227,0.0001364707],"domain_scores_gemma":[0.9985916,0.0006025988,0.0004673571,0.00004993507,0.0001673286,0.0001211417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005148397,0.0003628434,0.2904859,0.0001851395,0.0002262953,0.0006684472,0.0003143288,0.6704292,0.003455557,0.01094292,0.00209636,0.02031817],"study_design_scores_gemma":[0.00006557514,0.000457317,0.06870826,0.00006241495,0.0001367635,0.000162283,0.0006949401,0.9197839,0.001889274,0.005878055,0.002112525,0.0000486153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845527,0.0002597778,0.008618433,0.001765141,0.0000339854,0.00006374391,0.0006294572,0.00007818532,0.003998523],"genre_scores_gemma":[0.9980004,0.0001272668,0.0007593755,0.00009609764,0.000008122391,0.00002290614,0.0001502408,0.000007355968,0.0008282113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03649651,"threshold_uncertainty_score":0.07256818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113054427883758,"score_gpt":0.2846704519634733,"score_spread":0.2635399076846358,"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."}}