{"id":"W3116865264","doi":"10.12688/wellcomeopenres.16259.4","title":"A living mapping review for COVID-19 funded research projects: nine-month update","year":2021,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Institute of Infection and Immunity; Canadian Institutes of Health Research","funders":"European and Developing Countries Clinical Trials Partnership; IDA Ireland; Science and Engineering Research Board; National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health; New South Wales Government; Innosuisse - Schweizerische Agentur für Innovationsförderung; H. Lundbeck A/S; Medical Research Council; African Academy of Sciences; Animal Free Research UK; Sociedad Española de Neumología y Cirugía Torácica; Chinesisch-Deutsche Zentrum für Wissenschaftsförderung; Banco Bilbao Vizcaya Argentaria; Foreign, Commonwealth and Development Office; Centre National de la Recherche Scientifique; NordForsk; State Government of Victoria; Indian Council of Medical Research; Lundbeckfonden; National Medical Research Council; Fundação Cearense de Apoio ao Desenvolvimento Científico e Tecnológico; Fundação Araucária; Ministério da Ciência, Tecnologia e Inovação; UNICEF; Consejo Nacional de Ciencia y Tecnología; Fonds Wetenschappelijk Onderzoek; Fonds De La Recherche Scientifique - FNRS; Health Canada; Eesti Teadusagentuur; Malta Council for Science and Technology; Indian Council of Social Science Research; World Health Organization; Vienna Science and Technology Fund; Research Nova Scotia; Vetenskapsrådet; National Research Foundation of Korea; National Natural Science Foundation of China; Snow Medical; Government of Ontario; Department for Environment, Food and Rural Affairs, UK Government; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Austrian Science Fund; Alberta Innovates; Centre de Coopération Internationale en Recherche Agronomique pour le Développement; National Institute for Health and Care Research; National Research Foundation; National Aeronautics and Space Administration; Ministerio de Ciencia, Tecnología e Innovación Productiva; Department of Health, Social Services and Public Safety, UK Government; Enterprise Ireland; Royal Society of Tropical Medicine and Hygiene; Universidad de los Llanos; Bill and Melinda Gates Foundation; Social Sciences and Humanities Research Council of Canada; British Society for Antimicrobial Chemotherapy; Royal Academy of Engineering; Fondation pour la Recherche Médicale; International Development Research Centre; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Saskatchewan Health Research Foundation; Bulgarian National Science Fund; Ministerio de Ciencia, Tecnología, Conocimiento e Innovación; Science Foundation Ireland; Consejo Nacional de Ciencia y Tecnología, Paraguay; National Science Foundation; UK Research and Innovation; Innovationsfonden; Corporación de Fomento de la Producción; Agency for Healthcare Research and Quality; International Growth Centre; Qatar National Research Fund; Research Manitoba; Wellcome; Fonds National de la Recherche Luxembourg; Norges Forskningsråd; Fundación BBVA; European Commission","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Global health; Pandemic; Portfolio; Thematic analysis; Resource (disambiguation); Political science; Business; Knowledge management; Medicine; Infectious disease (medical specialty); Computer science; Disease; Qualitative research; Sociology; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.04512192,0.001812671,0.005216702,0.039274,0.001738456,0.009698487,0.005771421,0.005133945,0.02004373],"category_scores_gemma":[0.1535149,0.001719405,0.004176939,0.03256562,0.001452668,0.01316828,0.008915849,0.004249469,0.01130539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008303307,"about_ca_system_score_gemma":0.03447433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008422618,"about_ca_topic_score_gemma":0.02197232,"domain_scores_codex":[0.9633511,0.00934858,0.01221325,0.001723329,0.01174007,0.001623741],"domain_scores_gemma":[0.7984666,0.0774092,0.03147713,0.006419341,0.07810044,0.008127458],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001113133,0.00003776932,0.0004021419,0.065874,0.0002993844,0.0001035285,0.0004307241,0.0001190547,0.0001302558,0.002222121,0.6061294,0.3241403],"study_design_scores_gemma":[0.000030828,0.00004745938,0.000852669,0.1154484,0.0002581891,0.0001715378,0.0002170845,0.00002872414,0.00004688924,0.0007634956,0.8821036,0.00003110029],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003586114,0.8854139,0.0017039,0.06157489,0.03294496,0.0007987167,0.007370174,0.0004617537,0.009373071],"genre_scores_gemma":[0.001783239,0.9495767,0.006041073,0.02217138,0.006726497,0.001608079,0.007127946,0.0002386871,0.004726322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.960726,"threshold_uncertainty_score":0.2386304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5875964363500694,"score_gpt":0.5696921093658343,"score_spread":0.01790432698423516,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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