{"id":"W2293444394","doi":"10.1136/bmj.i469","title":"World Health Organization and emergency health: if not now, when?:","year":2016,"lang":"en","type":"article","venue":"BMJ","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Emergency response; Crisis response; Political science; Public relations; Medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000347145,0.00006912892,0.0001590221,0.0001399063,0.0001419466,0.000008476204,0.00002684325,0.00002703689,0.001808285],"category_scores_gemma":[0.0001389213,0.00004446406,0.00002077713,0.0003164254,0.00002707629,0.00006735014,0.0000366397,0.00007623828,0.0002704095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048968,"about_ca_system_score_gemma":0.0002248814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002536623,"about_ca_topic_score_gemma":0.0004524299,"domain_scores_codex":[0.9991185,0.00005317151,0.0002541979,0.0001656685,0.0001727063,0.0002357371],"domain_scores_gemma":[0.9993972,0.00002388998,0.00006590391,0.0001652137,0.0001233694,0.0002244669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005864486,0.0001343762,0.09054524,0.000215349,0.00003142401,0.000006526375,0.0003812047,2.725264e-7,0.00471409,0.001714271,0.7174283,0.1847704],"study_design_scores_gemma":[0.002218432,0.001005202,0.5148648,0.0003397624,0.0000122605,0.0001419114,0.00008010075,0.00007689332,0.002342509,0.0004325238,0.4782697,0.0002158785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1291835,0.001043206,0.008850027,0.8509569,0.0008442656,0.001529231,0.00003280008,0.0002140097,0.007346048],"genre_scores_gemma":[0.9393874,0.002057939,0.0007284707,0.002683532,0.0006788379,0.00001677171,0.00001803558,0.00002949918,0.05439948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482733,"threshold_uncertainty_score":0.9991042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004680110292759,"score_gpt":0.389115362064889,"score_spread":0.3390685609619614,"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."}}