{"id":"W6920615177","doi":"10.60692/8gw1g-e1a17","title":"Local, national, and regional viral haemorrhagic fever pandemic potential in Africa: a multistage analysis","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Outbreak; Lassa fever; Pandemic; Chikungunya; Marburg virus; Ebola virus; Viral hemorrhagic fever; Emerging infectious disease","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":[0.003227086,0.0005662091,0.0004015151,0.002010438,0.0005007593,0.001235767,0.0004439475,0.0003788043,0.001253591],"category_scores_gemma":[0.005699907,0.0004195743,0.001936093,0.001218787,0.0004386256,0.0009901824,0.001728419,0.000572805,0.0001133748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009030053,"about_ca_system_score_gemma":0.0006303729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02715634,"about_ca_topic_score_gemma":0.02380793,"domain_scores_codex":[0.9989216,0.0005613285,0.00006533112,0.0001972874,0.00008619169,0.0001681689],"domain_scores_gemma":[0.9972253,0.001762697,0.0004213999,0.0001711212,0.000284744,0.0001347472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000218023,0.00006236564,0.8987011,0.0001282152,0.0006405344,0.0003664528,0.001398246,0.06953816,0.003368773,0.002823805,0.0003940942,0.02236016],"study_design_scores_gemma":[0.00001267846,0.0001904507,0.6307417,0.00006201378,0.0003663022,0.0002230238,0.001889154,0.3604697,0.0008479137,0.00383314,0.001306038,0.0000579362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829988,0.0001261942,0.01528446,0.0001012669,0.000003674246,0.0001085013,0.0007343313,0.00002166106,0.0006211344],"genre_scores_gemma":[0.9901869,0.00007124855,0.00884929,0.00001293638,0.000003096776,0.00005363627,0.000536371,0.000007844463,0.0002787145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02715634,"threshold_uncertainty_score":0.0539965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0789876676978757,"score_gpt":0.2991364480605945,"score_spread":0.2201487803627188,"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."}}