{"id":"W2363379353","doi":"","title":"Surveillance and analysis of information of public health emergencies in 2008 and 2010 in Tianjin","year":2012,"lang":"en","type":"article","venue":"Zhiye yu jiankang","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Environmental health; Epidemiology; Medicine; Warning system; Quarter (Canadian coin); Infectious disease (medical specialty); Medical emergency; Disease; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056609,0.0003427746,0.0003587274,0.003813912,0.000329641,0.0004123111,0.0007267593,0.0003686085,0.0005013938],"category_scores_gemma":[0.002261144,0.0002745575,0.0003952823,0.002712155,0.000238971,0.0005598777,0.0007766759,0.0002307143,0.0001156665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266614,"about_ca_system_score_gemma":0.00175351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06856029,"about_ca_topic_score_gemma":0.0688229,"domain_scores_codex":[0.9989231,0.0001553475,0.0003002288,0.0002401116,0.0002000892,0.0001811208],"domain_scores_gemma":[0.9979658,0.0002067513,0.0008989574,0.000116899,0.0005472754,0.0002643585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004843593,0.00002082077,0.9926038,0.00009700067,0.00004242341,0.0001442615,0.0002600248,0.0002887643,0.000695061,0.00002960987,0.0007732576,0.004996601],"study_design_scores_gemma":[0.000003856846,0.00002776119,0.9982213,0.00001707473,0.00002193487,0.00007869011,0.0003413908,0.0006732033,0.0001494819,0.000009066513,0.0004509108,0.000005273715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889851,0.0004204045,0.000506359,0.0001628265,0.00001557987,0.0001414076,0.008759591,0.00004452796,0.0009642792],"genre_scores_gemma":[0.9851947,0.0003276852,0.0007901131,0.00007500856,0.00001775591,0.0001205222,0.01319103,0.000004590561,0.0002785413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06856029,"threshold_uncertainty_score":0.1363225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08936353685124689,"score_gpt":0.3936147879411988,"score_spread":0.3042512510899519,"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."}}