{"id":"W3017130589","doi":"10.2807/1560-7917.es.2020.25.15.2000125","title":"Coronavirus disease (COVID-19): a scoping review","year":2020,"lang":"en","type":"review","venue":"Eurosurveillance","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Shanxi Medical University; Chengdu Medical College; Lanzhou University; Chongqing Medical University; McMaster University","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; MEDLINE; Family medicine; Medicine; China; Pneumonia; 2019-20 coronavirus outbreak; Disease; Geography; Outbreak; Political science; Infectious disease (medical specialty); Virology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001665076,0.0008274586,0.005600276,0.0001362056,0.00019974,0.00004834278,0.0006655517,0.0001709522,0.000625022],"category_scores_gemma":[0.2336448,0.0006367993,0.001583839,0.001182839,0.0003534898,0.00005071526,0.0008817784,0.001300876,0.001667977],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006040256,"about_ca_system_score_gemma":0.008337689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001965475,"about_ca_topic_score_gemma":0.000009075345,"domain_scores_codex":[0.9935943,0.001098287,0.001731363,0.001603218,0.001186467,0.0007863878],"domain_scores_gemma":[0.9837618,0.01092943,0.0007008602,0.001588483,0.0001815709,0.002837862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004456568,0.00004831208,0.0001375143,0.5593839,0.000110262,0.001496898,0.000004491709,2.656265e-7,2.760718e-8,0.000009547644,0.003935732,0.4348285],"study_design_scores_gemma":[0.0003150544,0.0001062154,0.00006771502,0.3505986,0.0004933635,0.00001059896,1.816257e-7,0.000003025688,6.26817e-9,0.000007183947,0.6480622,0.0003357846],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.967042e-8,0.9836901,0.0001560352,0.008779756,0.0002997651,0.005968253,0.0003774037,0.0003667937,0.0003618469],"genre_scores_gemma":[0.000002241878,0.9674802,0.0000649646,0.02970023,0.0007373053,0.0006501111,0.0002128576,0.0001519843,0.001000036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6441265,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.432109166791164,"score_gpt":0.5851021260320293,"score_spread":0.1529929592408653,"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."}}