{"id":"W4361802955","doi":"10.2196/42820","title":"Spatiotemporal and Seasonal Trends of Class A and B Notifiable Infectious Diseases in China: Retrospective Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Novo Nordisk Fonden; National Natural Science Foundation of China","keywords":"Dengue fever; Medicine; Brucellosis; Infectious disease (medical specialty); Measles; Epidemiology; Malaria; Tuberculosis; Environmental health; China; Immunology; Disease; Geography; Vaccination; Internal medicine; Pathology","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":[0.001696796,0.0003104181,0.0005899514,0.002673497,0.0004223235,0.0005403906,0.0004877023,0.0002683551,0.0007397432],"category_scores_gemma":[0.002417956,0.0004122568,0.001032579,0.00439645,0.0002662856,0.0005162095,0.000488554,0.0002789257,0.0001037526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108647,"about_ca_system_score_gemma":0.002184773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04484433,"about_ca_topic_score_gemma":0.04109183,"domain_scores_codex":[0.9987551,0.0001302364,0.0003925318,0.0003108062,0.0002636739,0.0001475725],"domain_scores_gemma":[0.9972128,0.000304214,0.001245271,0.000302322,0.0006406257,0.0002947706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002556564,0.000004528752,0.9986003,0.0000434945,0.0000773504,0.00004311555,0.00005222656,0.00005874925,0.00006131847,0.00001534347,0.0001189346,0.000899059],"study_design_scores_gemma":[0.000002723612,0.00002136608,0.9990757,0.00001402075,0.00007130951,0.00007881021,0.0001176102,0.0002346374,0.00004739825,0.0000104057,0.0003220556,0.000004021343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926975,0.001568974,0.0002723789,0.00007221042,0.00001079957,0.00005398869,0.004827563,0.00000738039,0.0004892019],"genre_scores_gemma":[0.993435,0.0009478286,0.0002583691,0.00004447519,0.00001718728,0.00007742827,0.005010923,0.000003525073,0.0002052779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04484433,"threshold_uncertainty_score":0.08916664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507653133492812,"score_gpt":0.3088754458466073,"score_spread":0.2937989145116792,"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."}}