{"id":"W4311028128","doi":"10.1016/j.heliyon.2022.e12042","title":"Age-specific transmission for different virus serotypes of hand, foot and mouth disease and the impact of interventions in East China, 2009–2015","year":2022,"lang":"en","type":"article","venue":"Heliyon","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Science Foundation of Beijing Municipality; National Natural Science Foundation of China","keywords":"Transmission (telecommunications); Serotype; Foot-and-mouth disease; Psychological intervention; Enterovirus; Incidence (geometry); Outbreak; Medicine; Hand-foot-and-mouth disease; Enterovirus 71; Disease; Vaccination; Epidemiology; Demography; China; Public health; Virology; Pediatrics; Virus; Geography; Internal medicine; Pathology","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":[0.001754443,0.0006203853,0.000451012,0.000695296,0.0003223182,0.0004845195,0.0008416938,0.0004306521,0.001239545],"category_scores_gemma":[0.002560683,0.0002764197,0.001395219,0.0004414944,0.0003582062,0.0007543841,0.0008074779,0.0004068517,0.00007518122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003360626,"about_ca_system_score_gemma":0.003199171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2001289,"about_ca_topic_score_gemma":0.1199083,"domain_scores_codex":[0.99925,0.0001801056,0.00006703639,0.0001561286,0.00008529724,0.0002613535],"domain_scores_gemma":[0.9991713,0.0001720722,0.0002527142,0.0000716346,0.0001695435,0.0001628473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002867435,0.0001635327,0.9383985,0.0001678093,0.000586922,0.0004501731,0.0003935443,0.04596807,0.0005902923,0.00115772,0.000911941,0.01092467],"study_design_scores_gemma":[0.00004495355,0.0002863957,0.901768,0.00007717363,0.0003778974,0.00009148529,0.0005516103,0.09496742,0.0004250529,0.0006253239,0.0007507264,0.00003399154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997762,0.0004235644,0.0004269788,0.0002074592,0.00001017419,0.00002162642,0.0007741231,0.00001182399,0.0003622188],"genre_scores_gemma":[0.9988324,0.0001534968,0.0001649031,0.00003109507,0.000004199834,0.00001425702,0.0005735278,0.000001996661,0.0002241473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001289,"threshold_uncertainty_score":0.3979279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707467104716263,"score_gpt":0.3484464608458939,"score_spread":0.3013717897987313,"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."}}