{"id":"W4389180609","doi":"10.2196/45870","title":"Epidemic Characteristics, Spatiotemporal Pattern, and Risk Factors of Other Infectious Diarrhea in Fujian Province From 2005 to 2021: Retrospective Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province","keywords":"Diarrhea; Medicine; Environmental health; Retrospective cohort study; Virology; Internal medicine","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":[0.0008711747,0.0004908553,0.0003395696,0.002134553,0.0005599754,0.0004296547,0.0003807037,0.0002516216,0.0007613081],"category_scores_gemma":[0.001365792,0.0003692963,0.0006271265,0.001901598,0.0002634937,0.0005326563,0.0004758938,0.000324815,0.00007743901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166141,"about_ca_system_score_gemma":0.001360911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.116731,"about_ca_topic_score_gemma":0.09804042,"domain_scores_codex":[0.9996161,0.00004093419,0.00007589476,0.0001198367,0.00006496039,0.00008220546],"domain_scores_gemma":[0.999203,0.00006778466,0.0003446734,0.00007376236,0.0001785401,0.0001322164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003153215,0.000006504465,0.9986897,0.00002310757,0.00003360292,0.00006430345,0.0001076953,0.00008184405,0.00007771663,0.00001084933,0.0001192309,0.0007538641],"study_design_scores_gemma":[0.000001971232,0.00002732671,0.9990456,0.00001497817,0.00003854978,0.00009949663,0.0002550621,0.0002807129,0.000032595,0.000007519067,0.0001923185,0.000003800599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970443,0.0006412453,0.0001102907,0.00003821654,0.000004303996,0.00003598805,0.001885697,0.000005454409,0.0002346767],"genre_scores_gemma":[0.9970585,0.0002856254,0.000143409,0.00002099435,0.000005327585,0.00003360539,0.002365653,0.000001376709,0.000085493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116731,"threshold_uncertainty_score":0.2321031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633198109202257,"score_gpt":0.329239359072584,"score_spread":0.3029073779805614,"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."}}