{"id":"W3004764316","doi":"10.1016/j.sciaf.2020.e00309","title":"Outsmarting Ebola through stronger national health systems","year":2020,"lang":"en","type":"article","venue":"Scientific African","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Sierra leone; Outbreak; Ebola virus; Ebola Hemorrhagic Fever; Geography; Democracy; Sri lanka; Socioeconomics; Economic growth; Political science; Virology; Medicine; Environmental planning; Law; Politics; Sociology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.02694219,0.0006210346,0.0006789225,0.001056361,0.003807611,0.01035472,0.002072842,0.01440769,0.01835685],"category_scores_gemma":[0.07961559,0.0005000405,0.0009922486,0.0006711473,0.004991706,0.01496705,0.01055226,0.01900584,0.003213731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005846083,"about_ca_system_score_gemma":0.01998181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004678835,"about_ca_topic_score_gemma":0.008534024,"domain_scores_codex":[0.9779102,0.01281445,0.001201066,0.001706775,0.002884859,0.003482665],"domain_scores_gemma":[0.9010844,0.04539158,0.01112265,0.005977888,0.01526027,0.02116317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002369426,0.0003970883,0.0137771,0.00122102,0.0002982571,0.001772922,0.002876368,0.0005105018,0.001357686,0.05960055,0.7629395,0.1550121],"study_design_scores_gemma":[0.0002070153,0.0003061128,0.008915611,0.002935824,0.0001546987,0.001315307,0.003947943,0.0006025882,0.0007625089,0.03199513,0.9487556,0.000101551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001473254,0.00397539,0.000587973,0.9818335,0.008812302,0.00001610107,0.00003262913,0.00002718988,0.003241664],"genre_scores_gemma":[0.07856351,0.01126952,0.004755924,0.8506866,0.04956559,0.0001148625,0.0001032379,0.00005167164,0.00488909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02694219,"threshold_uncertainty_score":0.1424856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320546740514169,"score_gpt":0.3837223559090286,"score_spread":0.2516676818576118,"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."}}