{"id":"W3019242494","doi":"10.1101/2020.04.16.20068213","title":"Coronavirus Disease (COVID-19) Pandemic: An Overview of Systematic Reviews","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Yorkville University","funders":"","keywords":"Medicine; Systematic review; myalgia; Cochrane Library; Sore throat; Internal medicine; MEDLINE; Meta-analysis; Intensive care medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.02627474,0.002881408,0.01252798,0.02417629,0.0008029351,0.00409291,0.002510076,0.002619665,0.004056819],"category_scores_gemma":[0.08547663,0.001968123,0.01174508,0.01963502,0.001219325,0.00349508,0.002738802,0.00186065,0.0003571216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007005786,"about_ca_system_score_gemma":0.01618174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023136,"about_ca_topic_score_gemma":0.02441541,"domain_scores_codex":[0.9729719,0.01035602,0.01062533,0.001701095,0.003621548,0.0007239906],"domain_scores_gemma":[0.9156244,0.06341,0.01260026,0.001112966,0.006593246,0.0006591313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001291279,0.000009661476,0.000543577,0.9690587,0.008768618,0.00004638725,0.0001356414,0.00008774674,0.000098255,0.0001799835,0.0009742189,0.01996816],"study_design_scores_gemma":[0.0001703652,0.0001703689,0.00330035,0.914438,0.06924851,0.0002298517,0.0002684759,0.0001137793,0.0001355757,0.0003676021,0.01152291,0.00003415799],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005060203,0.9983523,0.0001195631,0.0003251734,0.00008822517,0.0002566247,0.0002354694,0.000009193834,0.0001074913],"genre_scores_gemma":[0.01058633,0.9862184,0.001219967,0.0005440592,0.0001047995,0.001030326,0.000215888,0.000007373929,0.00007287169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02627474,"threshold_uncertainty_score":0.1389558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7618133363417409,"score_gpt":0.5993542177897004,"score_spread":0.1624591185520404,"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."}}