{"id":"W2796096176","doi":"10.21055/0370-1069-2015-1-18-25","title":"Cholera: Epidemiological Situation around the World in 2005-2014, and Prognosis for 2015","year":2015,"lang":"en","type":"article","venue":"Problems of Particularly Dangerous Infections","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholera; Outbreak; Geography; Epidemiology; China; Pandemic; Socioeconomics; Isolation (microbiology); Disease; Virology; Infectious disease (medical specialty); Medicine; Coronavirus disease 2019 (COVID-19); Biology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070906,0.0003633328,0.0002130624,0.001677803,0.0004956406,0.0005693376,0.000238117,0.0002862069,0.001717112],"category_scores_gemma":[0.000798033,0.0001812144,0.000505453,0.001731245,0.0002181539,0.0007772582,0.0007091184,0.0003059154,0.0003960648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217,"about_ca_system_score_gemma":0.001269914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04394845,"about_ca_topic_score_gemma":0.03901861,"domain_scores_codex":[0.999666,0.00003082106,0.00007496653,0.00005609756,0.00006206876,0.0001100635],"domain_scores_gemma":[0.999642,0.00001430319,0.0001381818,0.00001162097,0.000096999,0.00009683485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073266,0.00002912574,0.9888912,0.0001350143,0.00003596325,0.0002056171,0.0002348295,0.0001567021,0.0001098016,0.0001141399,0.003572094,0.006408106],"study_design_scores_gemma":[0.000002853005,0.0000513882,0.9960574,0.0000681024,0.00002680404,0.0003976576,0.0008297825,0.0001100346,0.0000373649,0.00003622974,0.0023757,0.000006706777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489283,0.008084525,0.00042071,0.001211792,0.0001910948,0.0001016172,0.0354131,0.00010015,0.005548724],"genre_scores_gemma":[0.9733554,0.003881986,0.0002601231,0.0001655133,0.00006204003,0.00004358955,0.02047856,0.000006199623,0.001746702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04394845,"threshold_uncertainty_score":0.08738524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522960532318733,"score_gpt":0.3370985218158947,"score_spread":0.2818689164927073,"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."}}