{"id":"W4400956194","doi":"10.2196/59446","title":"The Hand, Foot, and Mouth Disease Sentinel Surveillance System in South Korea: Retrospective Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hand-foot-and-mouth disease; Retrospective cohort study; Disease surveillance; Foot-and-mouth disease; Disease; Surgery; Pathology; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005518886,0.0005462257,0.0005225196,0.001738753,0.0005883376,0.0007552149,0.000577341,0.0003792873,0.0008511234],"category_scores_gemma":[0.006005855,0.0005581333,0.0009403649,0.001664679,0.0006388833,0.001212286,0.001251988,0.0004654373,0.0001838492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445469,"about_ca_system_score_gemma":0.002945311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009134877,"about_ca_topic_score_gemma":0.01238441,"domain_scores_codex":[0.9963626,0.00110212,0.001110018,0.0005182894,0.0005397031,0.000367354],"domain_scores_gemma":[0.9932743,0.0007628938,0.002754372,0.0005506887,0.001954273,0.000703331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009545577,0.00004785064,0.9976433,0.00009093229,0.00006756483,0.00009129359,0.0002667742,0.0000316536,0.0001249048,0.00001399045,0.0001315122,0.001394785],"study_design_scores_gemma":[0.00004308582,0.0007447682,0.9942564,0.0001184919,0.0002180068,0.0005025997,0.002547338,0.0004654027,0.0002341708,0.00001847642,0.0008329276,0.00001838144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979855,0.0004089613,0.0002612634,0.00004545042,0.000007055975,0.0002843996,0.0007648655,0.000004131219,0.000238399],"genre_scores_gemma":[0.9973073,0.000307056,0.0004999163,0.00008792991,0.000007858376,0.0002986469,0.001411267,0.000003643488,0.00007640992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009134877,"threshold_uncertainty_score":0.02918702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410004139861834,"score_gpt":0.3626865840541255,"score_spread":0.3185865426555071,"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."}}