{"id":"W3095308393","doi":"10.3747/co.27.7149","title":"Canadian Perspective on Managing Multiple Myeloma during the COVID-19 Pandemic: Lessons Learned and Future Considerations","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Impact; Dalhousie University; Fluidigm (Canada); Queen Elizabeth II Health Sciences Centre; University of Alberta; Princess Margaret Cancer Centre; Vancouver General Hospital; University of British Columbia; McGill University; Jewish General Hospital; McMaster University; Juravinski Hospital; Juravinski Cancer Centre","funders":"Janssen Canada","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Novelty; Intensive care medicine; Reactionary; Perspective (graphical); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Disease; Risk management; Virology; Pathology; Infectious disease (medical specialty); Political science; Business; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01056875,0.0009997664,0.001925296,0.002077149,0.008047769,0.009246082,0.00378721,0.01458011,0.008639819],"category_scores_gemma":[0.0409718,0.0005153015,0.001844751,0.002762194,0.006471226,0.006693815,0.002676719,0.02222897,0.00203467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04174988,"about_ca_system_score_gemma":0.1542471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6715363,"about_ca_topic_score_gemma":0.8510914,"domain_scores_codex":[0.9914652,0.001639168,0.001036933,0.0006566634,0.003880138,0.00132201],"domain_scores_gemma":[0.9336867,0.01101192,0.002090061,0.000692395,0.03915536,0.01336363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004035,0.00002068583,0.0005503999,0.0008826255,0.00004291043,0.0004273476,0.0007912802,0.0001601689,0.0001132744,0.005005301,0.9425493,0.04941634],"study_design_scores_gemma":[0.00002735129,0.00002025586,0.0007114387,0.002231833,0.000068999,0.0005127815,0.001493648,0.00009540023,0.00006242143,0.003652417,0.9910468,0.00007661407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002588392,0.1074344,0.0003509236,0.8305221,0.05626917,0.00002183717,0.0001148734,0.00004016532,0.004987677],"genre_scores_gemma":[0.01232892,0.3678004,0.002982702,0.498545,0.1085882,0.00004835216,0.0002127573,0.00009407601,0.009399668],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9582501,"threshold_uncertainty_score":0.6607962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440092167088974,"score_gpt":0.4585871826262155,"score_spread":0.2145779659173181,"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."}}