{"id":"W4210263442","doi":"10.2196/36485","title":"Role of Rapid Response Teams in Response to Outbreaks in Yemen, 2020: Descriptive Study","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Public health; Measles; Outbreak; Public health surveillance; Environmental health; Diphtheria; Population; Rapid response team; Christian ministry; Family medicine; Medical emergency; Vaccination; Nursing; Virology","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":[0.004164619,0.0001586112,0.0004010273,0.001142355,0.0001211037,0.00002034382,0.0001813153,0.00005284102,0.0005829161],"category_scores_gemma":[0.001034411,0.0001561639,0.00007032729,0.002142544,0.00005040124,0.0001177797,0.0003630316,0.0005955794,0.00003185909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668734,"about_ca_system_score_gemma":0.0002891414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577808,"about_ca_topic_score_gemma":0.0001451831,"domain_scores_codex":[0.9978094,0.0002704752,0.0004787651,0.0004158823,0.000609932,0.0004155764],"domain_scores_gemma":[0.9992371,0.0001641737,0.00007013978,0.0001911708,0.0001774918,0.0001598994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06501614,0.002046525,0.1732521,0.00002327149,0.00003664913,0.0001729194,0.03896591,0.00003997966,0.7119747,0.00002359885,0.001675671,0.006772435],"study_design_scores_gemma":[0.005310799,0.01194914,0.7737676,0.00008504626,0.00002358324,0.00008113545,0.1856316,0.0002639081,0.009196982,0.0000814165,0.01337764,0.0002311911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946967,0.0001048839,0.00000168975,0.001598586,0.00005800413,0.001322908,0.00001534979,0.00003495651,0.002166956],"genre_scores_gemma":[0.9972267,0.000006425065,0.00007711517,0.0002290171,0.00003576554,0.0004285421,0.000002117449,0.00003023171,0.001964055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7027778,"threshold_uncertainty_score":0.6382523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829571008728208,"score_gpt":0.3129804162716705,"score_spread":0.2946847061843884,"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."}}