{"id":"W4205791037","doi":"10.12688/wellcomeopenres.16259.3","title":"A living mapping review for COVID-19 funded research projects: six-month update","year":2021,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":4,"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 Commission; UK Research and Innovation; Department of Health, Social Services and Public Safety, UK Government; Wellcome","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Global health; Portfolio; Pandemic; Political science; Business; Medicine; Public health; Infectious disease (medical specialty); Disease; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06395423,0.002410156,0.006713574,0.03249794,0.00248394,0.01117724,0.00807344,0.008552522,0.02869675],"category_scores_gemma":[0.1931721,0.002451281,0.005192702,0.02547463,0.001753022,0.01722328,0.01032914,0.006721642,0.0197302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01124934,"about_ca_system_score_gemma":0.05032289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193728,"about_ca_topic_score_gemma":0.02817772,"domain_scores_codex":[0.9483649,0.01404188,0.01596135,0.002343319,0.01698455,0.002304089],"domain_scores_gemma":[0.7115972,0.07561456,0.04189544,0.009196042,0.1460957,0.01560103],"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":[0.00009147017,0.00004181436,0.0003681158,0.02322927,0.0001809847,0.00008511342,0.0001912619,0.00008739331,0.00007000799,0.001037029,0.7794688,0.1951487],"study_design_scores_gemma":[0.00005182835,0.00004796622,0.0009809302,0.05585299,0.0001710641,0.0001769571,0.0001617587,0.00003562334,0.00004330197,0.0006487174,0.9417915,0.00003731016],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004415452,0.7128592,0.003354503,0.166147,0.08757466,0.001549184,0.009713726,0.00101151,0.01734858],"genre_scores_gemma":[0.002735893,0.874519,0.01362479,0.05830644,0.02112604,0.003568455,0.01233964,0.0006160908,0.01316363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9360458,"threshold_uncertainty_score":0.3382264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5723789599916768,"score_gpt":0.5632279864922921,"score_spread":0.009150973499384651,"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."}}