{"id":"W1997304308","doi":"10.1016/j.ijid.2012.05.112","title":"Clinical research in the context of rapidly emerging public health threats","year":2012,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Outbreak; Context (archaeology); Public health; Influenza A virus subtype H5N1; Medicine; Observational study; Disease; Clinical trial; Epidemiology; Emerging infectious disease; Infectious disease (medical specialty); Virology; Intensive care medicine; Virus; Coronavirus disease 2019 (COVID-19); Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.093535,0.000658742,0.001694236,0.00507488,0.004571039,0.01625735,0.003219526,0.0115755,0.01094558],"category_scores_gemma":[0.1645268,0.0007879414,0.0009638692,0.005898468,0.009095349,0.01388597,0.01204043,0.01213755,0.004316465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007456146,"about_ca_system_score_gemma":0.03850144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528789,"about_ca_topic_score_gemma":0.005599403,"domain_scores_codex":[0.9402497,0.04291216,0.005284387,0.003066673,0.005167718,0.003319321],"domain_scores_gemma":[0.7580965,0.09601916,0.02752937,0.01770601,0.05531671,0.04533237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001305152,0.0007859027,0.03682878,0.006783744,0.0003668749,0.01008693,0.01095837,0.001209318,0.002649937,0.1002038,0.3911799,0.4376414],"study_design_scores_gemma":[0.0004588076,0.001498549,0.01784671,0.01450306,0.0002077971,0.009040465,0.02160769,0.0007435636,0.001256081,0.191157,0.7414443,0.0002359473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01065294,0.1167241,0.005481082,0.8116744,0.01605791,0.0003253888,0.0003375512,0.0001597645,0.03858702],"genre_scores_gemma":[0.2304498,0.2691757,0.03918577,0.3330191,0.1102816,0.001555791,0.001352918,0.000317719,0.01466165],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.093535,"threshold_uncertainty_score":0.4946663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227880045408574,"score_gpt":0.4790454900265492,"score_spread":0.3562574854856917,"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."}}