{"id":"W2970396729","doi":"10.3747/co.26.5565","title":"Updates from the 2019 American Society of Clinical Oncology and European Hematology Association Annual Meetings: A Canadian Perspective on High-Risk Cytogenetics in Multiple Myeloma","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Dalhousie University; Vancouver General Hospital; University of British Columbia; Fluidigm (Canada); Queen Elizabeth II Health Sciences Centre; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Clinical Oncology; Hematology; Internal medicine; Oncology; Family medicine; Multiple myeloma; Cytogenetics; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01960549,0.001374441,0.00165694,0.006500016,0.005991454,0.008041951,0.003378592,0.01023352,0.01350229],"category_scores_gemma":[0.04481772,0.0007087674,0.001301626,0.009742308,0.003322763,0.00447726,0.003222247,0.01923469,0.003038648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.037245,"about_ca_system_score_gemma":0.1137795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7799112,"about_ca_topic_score_gemma":0.9103548,"domain_scores_codex":[0.990499,0.001456877,0.001013005,0.0003452123,0.005238397,0.001447572],"domain_scores_gemma":[0.8908322,0.01205922,0.00376272,0.001001962,0.07185631,0.0204876],"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":[0.00001301454,0.000009753283,0.0001945325,0.000166017,0.000005165446,0.00003811234,0.000172111,0.0000274724,0.00004215924,0.0005450773,0.9820978,0.01668885],"study_design_scores_gemma":[0.00001235164,0.00001034075,0.001748989,0.0008212533,0.00001837352,0.00006768378,0.0006916003,0.0000242257,0.00003033986,0.0004576307,0.9960865,0.00003082184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003637843,0.06057863,0.0001819156,0.8596281,0.06777919,0.00005492178,0.0009358855,0.0000632431,0.01041434],"genre_scores_gemma":[0.01699421,0.2858747,0.00527255,0.4695558,0.1775068,0.0001686098,0.004263619,0.0002181021,0.04014565],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2200888,"threshold_uncertainty_score":0.4427699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07633175635008398,"score_gpt":0.4207749600420777,"score_spread":0.3444432036919937,"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."}}