{"id":"W1999908856","doi":"10.1056/nejmp1411310","title":"Doing Today's Work Superbly Well — Treating Ebola with Current Tools","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre Hospitalier Universitaire de Sherbrooke","funders":"Wellcome Trust","keywords":"Medicine; Work (physics); Current (fluid); Ebola virus; Virology; Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.001225494,0.0001640205,0.0005305168,0.0002664221,0.00009584445,0.00002925772,0.00009208365,0.00005075156,0.0004757262],"category_scores_gemma":[0.0003983053,0.00008652249,0.00008218373,0.0003564771,0.0001086965,0.0001432115,0.0000193723,0.0007066518,0.0000192316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006936789,"about_ca_system_score_gemma":0.0001766154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009131245,"about_ca_topic_score_gemma":0.00002462983,"domain_scores_codex":[0.9983237,0.0001178762,0.0004812588,0.0001384982,0.0006481104,0.0002905921],"domain_scores_gemma":[0.998502,0.0003676182,0.0001864307,0.0001663296,0.0003032165,0.0004744225],"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":[0.001110496,0.00008234534,0.02953774,0.00006434275,0.00008486372,0.0001174867,0.0005188428,0.00005248638,0.002724277,0.00009408466,0.008239588,0.9573734],"study_design_scores_gemma":[0.06227521,0.008083269,0.02632306,0.004204643,0.0003749616,0.003532968,0.0003126649,0.0001540067,0.001425462,0.0001048189,0.8930144,0.0001944985],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273125,0.00328166,0.01955249,0.01242341,0.0008420802,0.0002696414,8.090621e-7,0.00003594341,0.03628144],"genre_scores_gemma":[0.9883906,0.0004051033,0.001719596,0.0002754929,0.008007627,0.000001374129,0.000004491214,0.00002284109,0.001172911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.957179,"threshold_uncertainty_score":0.5208868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265503206561985,"score_gpt":0.3150376163212447,"score_spread":0.2884872956650462,"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."}}