{"id":"W1989751264","doi":"10.1053/j.seminhematol.2010.11.002","title":"Hypercoagulability in Multiple Myeloma and Its Precursor State, Monoclonal Gammopathy of Undetermined Significance","year":2011,"lang":"en","type":"review","venue":"Seminars in Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Monoclonal gammopathy of undetermined significance; Multiple myeloma; Medicine; Thalidomide; Lenalidomide; Thrombosis; Dexamethasone; Internal medicine; Venous thrombosis; Hematology; Oncology; Immunology; Monoclonal; Gastroenterology; Monoclonal antibody; 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":[0.0005344007,0.0008181757,0.001890336,0.002813082,0.0002354757,0.001060572,0.0007871002,0.001064704,0.001672632],"category_scores_gemma":[0.0009710417,0.000324928,0.0004759142,0.003047464,0.0005357389,0.001250043,0.0005676692,0.00156057,0.001084486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995967,"about_ca_system_score_gemma":0.001031961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710606,"about_ca_topic_score_gemma":0.00328052,"domain_scores_codex":[0.999835,0.00002520929,0.00003736576,0.00002595927,0.00006238568,0.00001409731],"domain_scores_gemma":[0.9996082,0.0001843,0.00008711081,0.000009745538,0.0000796938,0.00003096576],"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":[0.0001259834,0.00007693729,0.000515698,0.02121649,0.0001755096,0.0005720355,0.0000405595,0.0002707416,0.0009003012,0.001195559,0.03607107,0.9388391],"study_design_scores_gemma":[0.0001772477,0.000197986,0.004839182,0.008504165,0.000812546,0.009360797,0.0001567489,0.0002612779,0.0005931411,0.002919188,0.9721204,0.00005734869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005317599,0.9995959,0.00003289107,0.00007742663,0.00007199241,0.000001404556,0.000005750811,0.00000182233,0.0001595643],"genre_scores_gemma":[0.0005768561,0.9987883,0.00009569593,0.0001080626,0.0002409101,0.000003118709,0.00002016194,5.20241e-7,0.0001664373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002813082,"threshold_uncertainty_score":0.005595505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08532530873158833,"score_gpt":0.358380231891562,"score_spread":0.2730549231599737,"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."}}