{"id":"W3164463335","doi":"10.24875/ric.21000078","title":"Monoclonal Gammopathy of Undetermined Significance Clinic during the Coronavirus Disease-19 Pandemic: Caring for the Vulnerable in an Academic Medical Center","year":2021,"lang":"en","type":"article","venue":"Revista de investigaci�n Cl�nica","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Pandemic; Monoclonal gammopathy of undetermined significance; Internal medicine; Retrospective cohort study; Disease; Coronavirus disease 2019 (COVID-19); Coronavirus; Comorbidity; Pediatrics; Monoclonal; Infectious disease (medical specialty); Immunology; Monoclonal antibody","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":[0.0004997317,0.0001823191,0.0001812647,0.000642488,0.0005683893,0.00067978,0.0003198573,0.0004559366,0.001685143],"category_scores_gemma":[0.002072537,0.0001411134,0.0001477553,0.0007522011,0.0003126122,0.0005355926,0.0005140611,0.0003592933,0.0001575747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006976298,"about_ca_system_score_gemma":0.0009648156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007337563,"about_ca_topic_score_gemma":0.0110475,"domain_scores_codex":[0.9995054,0.000171836,0.00005832565,0.00007120174,0.000057418,0.0001356858],"domain_scores_gemma":[0.998669,0.0002537867,0.000704071,0.00002083592,0.00007865456,0.00027355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008794515,0.00007691825,0.9871228,0.0001288894,0.0000181774,0.001440143,0.0006925697,0.00003205907,0.0002220372,0.00004303168,0.0008444261,0.009291014],"study_design_scores_gemma":[0.0000128399,0.0002513224,0.989512,0.0002640586,0.00003657512,0.003823227,0.004772323,0.0001301369,0.0001234908,0.00006763792,0.0009981595,0.000008261537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942172,0.003430235,0.00005521426,0.0008049461,0.00003282068,0.00003678831,0.0001558594,0.000003779029,0.001263231],"genre_scores_gemma":[0.9972897,0.002017373,0.0001437401,0.000213876,0.00008851579,0.00002007102,0.0001135832,0.000001164539,0.0001119396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007337563,"threshold_uncertainty_score":0.01458973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209138614973932,"score_gpt":0.4786086994386028,"score_spread":0.2694700844646709,"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."}}