{"id":"W3036757697","doi":"10.1080/00325481.2020.1786964","title":"COVID-19 and comorbidities: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; McGill University","funders":"","keywords":"Medicine; Meta-analysis; Diabetes mellitus; Guideline; Internal medicine; Pneumonia; Comorbidity; Coronavirus disease 2019 (COVID-19); Pandemic; MEDLINE; Systematic review; Disease; Intensive care medicine; Pediatrics; Infectious disease (medical specialty); Pathology","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","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003830017,0.001081847,0.03072096,0.0007717792,0.000184469,0.00003115664,0.0003694578,0.0002352043,0.000850741],"category_scores_gemma":[0.1805428,0.0005577831,0.002620605,0.002319492,0.001146338,0.00005052706,0.0005838613,0.001128598,0.00006580424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243216,"about_ca_system_score_gemma":0.001116266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004185977,"about_ca_topic_score_gemma":0.00002358088,"domain_scores_codex":[0.9925238,0.001386029,0.002795395,0.001347402,0.001383774,0.0005635359],"domain_scores_gemma":[0.9747562,0.0198058,0.001144818,0.001353873,0.0003322878,0.002607057],"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":[0.000007263537,0.00002608128,0.000001399933,0.7946728,0.1989794,0.0004048027,0.0001247112,1.901005e-8,1.301696e-8,0.00005523119,0.004099478,0.00162873],"study_design_scores_gemma":[0.0003050393,0.0003092263,5.705215e-7,0.05610996,0.5437711,0.00007366433,0.0000236715,0.000007152384,4.59472e-9,0.00003717885,0.3991422,0.0002201493],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.072312e-8,0.8621334,0.0001020093,0.1306609,0.00002872761,0.006596684,0.0002544449,0.0001091667,0.0001146273],"genre_scores_gemma":[0.000007749536,0.9492733,0.00006351574,0.04676902,0.0001343442,0.001140194,0.0002855492,0.00007711896,0.002249249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7385629,"threshold_uncertainty_score":0.9996874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3988968822225969,"score_gpt":0.5435639323826914,"score_spread":0.1446670501600945,"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."}}