{"id":"W2388483224","doi":"","title":"Analysis on the Epidemiological Characteristics of Water-Borne Diseases on Surveillance Points,Guangdong Province,2011","year":2013,"lang":"en","type":"article","venue":"Yufang yixue luntan","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typhoid fever; Bacillary dysentery; Dysentery; Quarter (Canadian coin); Medicine; Environmental health; Intestinal infectious diseases; Epidemiology; Diarrhea; Diarrheal diseases; Veterinary medicine; Geography; Internal medicine; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000668169,0.0002315225,0.0007565409,0.000149901,0.0001046351,0.00003137799,0.0002198952,0.0001006337,0.003779158],"category_scores_gemma":[0.000792335,0.0001120638,0.000323428,0.0002332675,0.0001464856,0.00005788996,0.00005750082,0.0002387514,0.0004364811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008304084,"about_ca_system_score_gemma":0.0001045502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006317275,"about_ca_topic_score_gemma":0.00002491836,"domain_scores_codex":[0.9978984,0.0003312202,0.0005479945,0.0003903297,0.0003517543,0.0004803193],"domain_scores_gemma":[0.9977554,0.000745287,0.0001885723,0.0007880549,0.0001349442,0.000387724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005215787,0.00123889,0.9473135,0.0002934051,0.0007982199,0.00005996178,0.0001583486,0.0000176009,0.0001657878,0.01734356,0.008123691,0.02396541],"study_design_scores_gemma":[0.0003292835,0.0005130675,0.9945031,0.00006535308,0.0002637372,0.000002890462,0.0001121391,0.001014981,0.00007683651,0.0003599286,0.002615155,0.0001435672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971387,0.00005771931,0.00008659654,0.02222156,0.0001303987,0.0006918114,0.0002022988,0.00006865097,0.005154014],"genre_scores_gemma":[0.9936396,0.00004358934,0.0000548119,0.0047931,0.0002547188,0.00005711179,0.0003077539,0.00002099783,0.0008282484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04718952,"threshold_uncertainty_score":0.9971315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159029166580132,"score_gpt":0.2802389723884345,"score_spread":0.2586486807226331,"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."}}