{"id":"W2806430493","doi":"10.1371/journal.pone.0198125","title":"An evaluation of emergency guidelines issued by the World Health Organization in response to four infectious disease outbreaks","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"UNICEF; TDR; World Health Organization","keywords":"Public health; Medicine; Context (archaeology); Rigour; Infectious disease (medical specialty); Outbreak; International Health Regulations; Middle East respiratory syndrome; Medical emergency; Environmental health; Disease; Coronavirus disease 2019 (COVID-19); Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3332266,0.0008635852,0.002387544,0.03233218,0.002462225,0.007290883,0.003574816,0.002302868,0.001723017],"category_scores_gemma":[0.6927559,0.0008753167,0.003237634,0.02843248,0.001991346,0.005360893,0.005368534,0.002033278,0.0003963237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008348295,"about_ca_system_score_gemma":0.02460304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005745064,"about_ca_topic_score_gemma":0.009301071,"domain_scores_codex":[0.5721313,0.197015,0.1300868,0.008022407,0.08867823,0.004066299],"domain_scores_gemma":[0.1241391,0.5730804,0.1298233,0.01828937,0.1502982,0.004369713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002848189,0.0007902787,0.4547216,0.04169923,0.003060822,0.00101575,0.04709178,0.001930853,0.00095285,0.002881988,0.03804956,0.4049572],"study_design_scores_gemma":[0.001151255,0.005370099,0.7356578,0.04878875,0.005705795,0.001298737,0.04884013,0.007932284,0.005513832,0.003509233,0.135564,0.0006680771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439967,0.0288605,0.02394119,0.01544353,0.001820042,0.02622675,0.02336902,0.0009605506,0.03538169],"genre_scores_gemma":[0.8726814,0.009030903,0.0886399,0.002932048,0.0005221703,0.01222145,0.01234222,0.0002236822,0.001406264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3332266,"threshold_uncertainty_score":0.8222503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4020299924996806,"score_gpt":0.5248229899525491,"score_spread":0.1227929974528685,"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."}}