{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002059781,0.0003218772,0.0003073774,0.001717897,0.0007936451,0.001085871,0.0007409066,0.0005081149,0.003849224],"category_scores_gemma":[0.00583157,0.0002892469,0.0005297359,0.002401566,0.000423268,0.002045343,0.001347948,0.0005754774,0.0004102163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994849,"about_ca_system_score_gemma":0.003237203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156871,"about_ca_topic_score_gemma":0.0137425,"domain_scores_codex":[0.9985536,0.0003731487,0.0002892271,0.0001212501,0.000135029,0.0005277156],"domain_scores_gemma":[0.9966279,0.001118016,0.001359812,0.00007576509,0.000466161,0.0003522011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002131856,0.0001381738,0.9755903,0.0007867442,0.00005250361,0.0005335978,0.008209036,0.0001394795,0.0001258149,0.0002828329,0.001831003,0.01209731],"study_design_scores_gemma":[0.00001552271,0.0003190658,0.8816151,0.0008253161,0.00007805961,0.0006733349,0.1105444,0.0003741074,0.0001539195,0.00009348261,0.005281828,0.00002591125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935303,0.001536594,0.0001208615,0.0004953289,0.00001651299,0.0001471794,0.001957858,0.000007628619,0.002187829],"genre_scores_gemma":[0.9964971,0.001485,0.0002251948,0.000148547,0.00001647055,0.0002306583,0.0008602043,0.000005510591,0.0005313628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156871,"threshold_uncertainty_score":0.02300274,"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."}}