{"id":"W3082505470","doi":"10.1101/2020.08.27.20183434","title":"Risk factors for severe outcomes of COVID-19: a rapid review","year":2020,"lang":"en","type":"review","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Confounding; MEDLINE; Coronavirus disease 2019 (COVID-19); Data extraction; Gerontology; Family medicine; Demography; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01500802,0.001462256,0.005565287,0.01336966,0.0008410493,0.004241668,0.002114337,0.002195278,0.006655164],"category_scores_gemma":[0.07665869,0.001100097,0.006253281,0.01245167,0.0009678658,0.002987982,0.001987389,0.002061732,0.0007825192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007023641,"about_ca_system_score_gemma":0.02615866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652991,"about_ca_topic_score_gemma":0.03798149,"domain_scores_codex":[0.9877253,0.002992237,0.004814966,0.0007917026,0.003235528,0.0004402553],"domain_scores_gemma":[0.9118287,0.05468796,0.01647491,0.001524592,0.01462871,0.0008550933],"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":[0.0002413013,0.00001176666,0.001087789,0.9143146,0.002657906,0.0001140042,0.0002501432,0.00009127689,0.0001585505,0.0006027108,0.01106241,0.06940757],"study_design_scores_gemma":[0.000098026,0.00008928194,0.003538414,0.9389315,0.009337771,0.000232425,0.0001783392,0.00005530251,0.00009477675,0.0003912105,0.04702343,0.00002964478],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005443927,0.9938509,0.0002851249,0.001557726,0.0004489796,0.00103866,0.001448966,0.00002268157,0.0008024846],"genre_scores_gemma":[0.006982182,0.987918,0.001257393,0.001126348,0.0003310914,0.001449267,0.0006393495,0.00001236288,0.0002840195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01652991,"threshold_uncertainty_score":0.07937092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2200078365245667,"score_gpt":0.5131396159998786,"score_spread":0.2931317794753119,"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."}}