{"id":"W3094099101","doi":"10.1016/j.idm.2020.10.008","title":"A co-interaction model of HIV and syphilis infection among gay, bisexual and other men who have sex with men","year":2020,"lang":"en","type":"article","venue":"Infectious Disease Modelling","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Syphilis; Men who have sex with men; Human immunodeficiency virus (HIV); Demography; Transmission (telecommunications); Basic reproduction number; Reproduction; Immunology; Medicine; Biology; Population; Sociology; Ecology; Telecommunications; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008105568,0.0008819783,0.001394117,0.001054344,0.001005351,0.001378002,0.002207187,0.001940813,0.005105855],"category_scores_gemma":[0.002507105,0.000505157,0.001253154,0.0008862435,0.001054057,0.001584714,0.001492241,0.001410529,0.0004785041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530666,"about_ca_system_score_gemma":0.001622776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888241,"about_ca_topic_score_gemma":0.01171421,"domain_scores_codex":[0.999249,0.0003081457,0.00003768639,0.0001420429,0.0001036821,0.0001594351],"domain_scores_gemma":[0.9985285,0.0007925222,0.0003116804,0.00005249054,0.0001334901,0.0001814636],"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":[0.0001767294,0.0002251123,0.007414622,0.0001526518,0.0002705622,0.001815527,0.0006705868,0.8462284,0.003162358,0.1330143,0.001512832,0.005356305],"study_design_scores_gemma":[0.00005941223,0.0001241638,0.001206869,0.00001354498,0.00006614407,0.0002736003,0.0001021281,0.9840562,0.0001238182,0.01279177,0.001153773,0.00002853657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6396697,0.001661066,0.3129554,0.004919892,0.0003271619,0.0002907006,0.001853339,0.0002644309,0.03805845],"genre_scores_gemma":[0.9694839,0.0006112466,0.01123183,0.000219887,0.00009981581,0.0002193718,0.000228431,0.00002027746,0.01788519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888241,"threshold_uncertainty_score":0.03754503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016511598719912,"score_gpt":0.3064125691165904,"score_spread":0.2562474531293912,"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."}}