{"id":"W3164073304","doi":"10.1186/s12879-021-06214-4","title":"Coronavirus disease (COVID-19) pandemic: an overview of systematic reviews","year":2021,"lang":"en","type":"review","venue":"BMC Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Yorkville University","funders":"","keywords":"Medicine; myalgia; Systematic review; Cochrane Library; Sore throat; Meta-analysis; Internal medicine; MEDLINE; Critical appraisal; Intensive care medicine; Pandemic; Disease; Pathology; Surgery; Coronavirus disease 2019 (COVID-19); Alternative medicine; Infectious disease (medical specialty)","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":[0.02948552,0.002877523,0.01188722,0.02542868,0.0009198055,0.004011427,0.002643747,0.00288457,0.003272626],"category_scores_gemma":[0.09384704,0.001971475,0.01121601,0.02057749,0.001232961,0.003754555,0.002798666,0.001975547,0.0003307242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00861985,"about_ca_system_score_gemma":0.01985315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144907,"about_ca_topic_score_gemma":0.0302908,"domain_scores_codex":[0.9704718,0.01151055,0.0115573,0.001625657,0.004088019,0.0007467653],"domain_scores_gemma":[0.8985018,0.07541885,0.01594133,0.001304162,0.007992316,0.0008415175],"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":[0.0001395736,0.00001081417,0.0006184772,0.9654031,0.007310542,0.00005049055,0.0001865661,0.00009285093,0.0001071323,0.0001855053,0.001254168,0.02464063],"study_design_scores_gemma":[0.0001642776,0.0001779921,0.003475478,0.9300286,0.05162357,0.0002332174,0.000320498,0.0001109857,0.0001315098,0.0003458602,0.01335207,0.00003587238],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004297802,0.9985095,0.00009806935,0.0003464617,0.00008450399,0.0002404032,0.0001859227,0.000009005509,0.00009631368],"genre_scores_gemma":[0.008379509,0.9885319,0.001262111,0.0005391395,0.00009416987,0.0009409375,0.0001839929,0.00000647815,0.00006171042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02948552,"threshold_uncertainty_score":0.1559362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7067970477541917,"score_gpt":0.6136718266119789,"score_spread":0.09312522114221278,"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."}}