{"id":"W3039785832","doi":"10.1016/j.jpurol.2020.07.002","title":"The impact of COVID-19 on research","year":2020,"lang":"en","type":"review","venue":"Journal of Pediatric Urology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Canada Research Chairs; University of Toronto","funders":"Novo Nordisk Fonden","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Globe; Closing (real estate); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Scale (ratio); Pandemic; Health care; Coronavirus; Disease; Economic growth; Virology; Outbreak; Cartography; Infectious disease (medical specialty); Geography; Pathology; Ophthalmology; Finance; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004498941,0.0003006951,0.002388394,0.0012687,0.0001635724,0.0000176768,0.0005575789,0.0005676899,0.00013179],"category_scores_gemma":[0.01749962,0.0001492096,0.001408193,0.001196753,0.0001756534,0.00003055694,0.0001120581,0.003513625,0.00007203103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103523,"about_ca_system_score_gemma":0.0295498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001644399,"about_ca_topic_score_gemma":0.000008179003,"domain_scores_codex":[0.9950705,0.001537705,0.001590675,0.000241125,0.0009466045,0.0006133504],"domain_scores_gemma":[0.9864373,0.009463439,0.001749936,0.0004587712,0.0006008576,0.001289745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002097349,0.0004191241,0.000517394,0.01660152,0.001508705,0.00280206,0.000346583,0.000007881107,3.471924e-7,0.0001726577,0.2583033,0.7172231],"study_design_scores_gemma":[0.000878472,0.01077958,0.0002567919,0.0001214112,0.001766372,0.001563461,0.00001554332,0.000001874779,2.969743e-8,0.0001849629,0.9843448,0.00008670253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009881831,0.9816852,0.00001181855,0.01692173,0.0004812727,0.0005633524,0.0000290664,0.000008055918,0.0002007486],"genre_scores_gemma":[0.0005130294,0.9919924,0.00001281885,0.0007655201,0.006603044,0.000005338315,0.000004677365,0.00004424734,0.00005895107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7260416,"threshold_uncertainty_score":0.9987853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3539194017812689,"score_gpt":0.5880197852602232,"score_spread":0.2341003834789543,"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."}}