{"id":"W3014816079","doi":"10.1101/2020.04.01.20050138","title":"Epidemiological Characteristics of COVID-19; a Systemic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Epidemiology; Coronavirus disease 2019 (COVID-19); Incubation period; Observational study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Meta-analysis; MEDLINE; Internal medicine; Disease; Pediatrics; Emergency medicine; Incubation; Infectious disease (medical specialty); Psychology; Biology","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":[0.01880126,0.002334878,0.01534862,0.01170876,0.0006521147,0.004317176,0.002056648,0.001964719,0.004844812],"category_scores_gemma":[0.05273892,0.001263873,0.02822299,0.0133582,0.0007870083,0.002105206,0.00159136,0.00177875,0.0003621467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997518,"about_ca_system_score_gemma":0.004286361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005666038,"about_ca_topic_score_gemma":0.01049545,"domain_scores_codex":[0.9856762,0.005466393,0.005118414,0.001733122,0.001586166,0.0004197833],"domain_scores_gemma":[0.9517781,0.03675107,0.007144338,0.001085138,0.002894848,0.0003465375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009996837,0.00002078463,0.00899247,0.6006483,0.3730129,0.0001481357,0.000103082,0.0004738159,0.0001358535,0.0002487577,0.001146714,0.0140695],"study_design_scores_gemma":[0.0003443604,0.0001813517,0.01311918,0.1080031,0.8714463,0.0002752336,0.0001019975,0.0002803704,0.000127892,0.0005820327,0.005492144,0.00004603581],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001755083,0.9966676,0.0003281431,0.0002054361,0.00008921041,0.000122581,0.0006582379,0.00001025918,0.0001635357],"genre_scores_gemma":[0.09054828,0.9041701,0.001668761,0.0008547518,0.0003932751,0.0009726371,0.001159831,0.00002805559,0.0002043623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01880126,"threshold_uncertainty_score":0.09943175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4342242930732185,"score_gpt":0.5463264427919283,"score_spread":0.1121021497187099,"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."}}