{"id":"W3118389208","doi":"10.1007/s11926-020-00971-y","title":"COVID-19: What Do Rheumatologists Need to Know?","year":2021,"lang":"en","type":"review","venue":"Current Rheumatology Reports","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Toronto Western Hospital","funders":"Eli Lilly and Company","keywords":"Rheumatology; Medicine; Internal medicine; Pandemic; Hydroxychloroquine; Intensive care medicine; Disease; Tocilizumab; Coronavirus disease 2019 (COVID-19); Physical therapy; 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":[0.01302351,0.001343691,0.007218469,0.007012586,0.0008339035,0.005830799,0.001960208,0.004684381,0.009023984],"category_scores_gemma":[0.02824134,0.001107462,0.00333291,0.00678664,0.002007614,0.005435492,0.002367163,0.004584593,0.002219163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875045,"about_ca_system_score_gemma":0.01380276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786333,"about_ca_topic_score_gemma":0.01532184,"domain_scores_codex":[0.9939173,0.001823277,0.00223763,0.0004606225,0.001172468,0.000388734],"domain_scores_gemma":[0.9676078,0.01947128,0.00616854,0.0005020624,0.004944319,0.001306027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004549373,0.0000972237,0.001899637,0.2530208,0.002357987,0.000175112,0.0002832203,0.0001213036,0.0004403189,0.003308371,0.1079552,0.6298859],"study_design_scores_gemma":[0.000455001,0.0001679979,0.003731332,0.3092501,0.005223079,0.0005947264,0.0006353602,0.00007160564,0.0001600062,0.00225136,0.6773606,0.0000988928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004463316,0.9951757,0.00004031854,0.003555596,0.0008662576,0.00001043565,0.00007340371,0.000004842705,0.000228707],"genre_scores_gemma":[0.0009849011,0.9915341,0.0003695969,0.005381943,0.00137999,0.00003480548,0.0001271041,0.000002905984,0.0001847197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01302351,"threshold_uncertainty_score":0.06887573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321773581428213,"score_gpt":0.51228517826141,"score_spread":0.3801078201185887,"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."}}