{"id":"W4401374515","doi":"10.2196/46070","title":"Factors Associated With the Spatial Distribution of Severe Fever With Thrombocytopenia Syndrome in Zhejiang Province, China: Risk Analysis Based on Maximum Entropy","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Environmental health; Geography; Principle of maximum entropy; Medicine; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006995833,0.0001819953,0.000531683,0.0002219327,0.0001519625,0.00006506634,0.00005371948,0.00007775219,0.00004544197],"category_scores_gemma":[0.000107732,0.00009284667,0.00007579276,0.00166059,0.0000960195,0.000101963,0.00001283722,0.0003493165,7.829511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662167,"about_ca_system_score_gemma":0.0007247039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662971,"about_ca_topic_score_gemma":0.006490331,"domain_scores_codex":[0.9984891,0.0002713911,0.0002644768,0.0003117092,0.0003077097,0.0003556004],"domain_scores_gemma":[0.9991782,0.0001650155,0.0001581198,0.0002255263,0.00007089526,0.000202266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009729797,0.0001616607,0.9973655,0.0001062433,0.0002281709,0.0000149662,0.0001484832,0.0001609977,0.00000118533,0.00005636186,0.0002610034,0.00139816],"study_design_scores_gemma":[0.0008641809,0.001198843,0.9882064,0.00006849292,0.00002191932,0.000006163618,0.00007738382,0.008068958,8.999698e-7,0.000004103827,0.001371059,0.000111637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929008,0.0001005985,0.001721975,0.004126413,0.00004071178,0.0006918045,0.0002631275,0.00006433154,0.00009024001],"genre_scores_gemma":[0.9990819,0.00002370979,0.000005073446,0.0001429807,0.00001794603,0.00003852562,0.000586923,0.00001463626,0.00008829925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009159111,"threshold_uncertainty_score":0.3786177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900112218196306,"score_gpt":0.2745408742614316,"score_spread":0.2555397520794686,"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."}}