{"id":"W4380853859","doi":"10.1016/j.epidem.2023.100693","title":"A pair formation model with recovery: Application to mpox","year":2023,"lang":"en","type":"article","venue":"Epidemics","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Centre for Phenogenomics; Mount Allison University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Outbreak; Basic reproduction number; Public health interventions; Immunity; Public health; Infectious disease (medical specialty); Epidemic model; Transmission (telecommunications); Disease; Computer science; Biology; Immunology; Medicine; Virology; Telecommunications; Environmental health; Immune system; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001415359,0.0007932648,0.001168495,0.0007216639,0.001160406,0.00123166,0.002188015,0.002513302,0.006686685],"category_scores_gemma":[0.006796888,0.0003897287,0.001145416,0.000531512,0.002008758,0.001709394,0.003011855,0.002084159,0.0004924731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364114,"about_ca_system_score_gemma":0.0009579239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01639631,"about_ca_topic_score_gemma":0.005554822,"domain_scores_codex":[0.9995023,0.0002050751,0.00001698667,0.0000835469,0.00005893009,0.0001330934],"domain_scores_gemma":[0.9979614,0.001025065,0.0004111633,0.0001047895,0.0001842157,0.000313475],"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":[0.0002200024,0.0001818382,0.005454018,0.0001106892,0.0001099116,0.001357979,0.0008283882,0.7143007,0.002105097,0.2614069,0.004085539,0.009839024],"study_design_scores_gemma":[0.00005241749,0.00008592816,0.0005721353,0.00001134694,0.00002589366,0.00009441953,0.0001693347,0.9634473,0.0001238233,0.03408068,0.001312467,0.00002434192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5357979,0.0014006,0.4125819,0.005065178,0.0003633962,0.0002852133,0.0006596408,0.0003217158,0.04352452],"genre_scores_gemma":[0.971033,0.0004098831,0.01017311,0.0001895326,0.00008267135,0.0001347233,0.0001227903,0.00003404163,0.01782018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01639631,"threshold_uncertainty_score":0.03260177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802164384073552,"score_gpt":0.2875442033300951,"score_spread":0.2595225594893595,"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."}}