{"id":"W6945121811","doi":"10.24442/boristheses.1848","title":"Zika virus: causality, open science and risk of emerging infectious diseases","year":2020,"lang":"en","type":"dissertation","venue":"BORIS Theses (Bern Open Research Information System) (Bern University Library, Hochschulstrasse 6, 3012 Bern, Switzerland)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Université Laval; Fundação Oswaldo Cruz; World Health Organization; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institutes of Health; National Science Foundation","keywords":"Zika virus; Outbreak; Disease; Microcephaly; Epidemiology; Asymptomatic; Transmission (telecommunications)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.008938238,0.0005203412,0.000754762,0.002646018,0.0009552395,0.005774531,0.0008292936,0.002487984,0.003901911],"category_scores_gemma":[0.03597096,0.0004459184,0.0007016778,0.001954719,0.003743066,0.006048101,0.00344602,0.004380831,0.0004743338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139978,"about_ca_system_score_gemma":0.00238095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235285,"about_ca_topic_score_gemma":0.001996017,"domain_scores_codex":[0.9951963,0.002447327,0.0004215491,0.0005101443,0.00113981,0.0002848345],"domain_scores_gemma":[0.9833447,0.01232397,0.002482801,0.0004004494,0.0009269901,0.0005210735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002635495,0.0001176728,0.0748547,0.005770344,0.0005942861,0.0007277242,0.005309442,0.002096897,0.0004492472,0.4992417,0.03373902,0.3768354],"study_design_scores_gemma":[0.00004655153,0.0001902541,0.03331365,0.01180261,0.0002702386,0.00245215,0.004374783,0.002802867,0.0003686653,0.7576388,0.1866055,0.0001339771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03430968,0.7137963,0.01735753,0.1952893,0.00467165,0.0001655874,0.0009228751,0.00006374911,0.03342329],"genre_scores_gemma":[0.3535291,0.6097072,0.009286379,0.01342467,0.009612694,0.0002417874,0.0005101319,0.0000451785,0.00364281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9991707,"threshold_uncertainty_score":0.04727048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949161545782733,"score_gpt":0.3169067164347568,"score_spread":0.2874151009769294,"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."}}