{"id":"W1970521173","doi":"10.1182/blood-2014-05-578732","title":"The Tao of myeloma","year":2014,"lang":"en","type":"review","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute","keywords":"Multiple myeloma; Plasma cell; Proteasome; Malignancy; Hematologic malignancy; Cancer research; Carfilzomib; Proteasome inhibitor; Disease; Lenalidomide; Plasma cell neoplasm; Cancer; Biology; Medicine; Computational biology; Immunology; Internal medicine; Cell biology; Plasmacytoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002258399,0.0001975689,0.00110502,0.00007078781,0.00006820272,0.00001144573,0.0001889029,0.0001358353,0.0000507861],"category_scores_gemma":[0.0002977491,0.00009360157,0.000447977,0.0001423301,0.00009014847,0.000008588025,0.00006725909,0.0002227843,0.0002619204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959493,"about_ca_system_score_gemma":0.0002623684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001407909,"about_ca_topic_score_gemma":0.000004557512,"domain_scores_codex":[0.9987422,0.0001114575,0.000357514,0.0001910446,0.0003286975,0.0002690891],"domain_scores_gemma":[0.9986176,0.0003811416,0.0001742671,0.0006189049,0.00006595145,0.0001421471],"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":[0.000008985045,0.0002250836,0.00009876308,0.01003127,0.0008652334,0.00005571476,0.000003635793,6.487477e-10,4.645704e-7,0.0001096776,0.000474137,0.9881271],"study_design_scores_gemma":[0.001167791,0.0002118997,0.0001869356,0.005379437,0.001668966,0.000129054,0.000001710128,3.503633e-7,0.00001366104,0.000008838841,0.9911627,0.00006862126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002872172,0.9900979,0.000001585651,0.00002637607,0.00005218507,0.000782681,0.00002295625,0.00001788491,0.008969724],"genre_scores_gemma":[0.00007582486,0.9964545,0.0001160404,0.000006471078,0.0001939626,0.0001082065,0.00007145704,0.0000332397,0.002940316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9906886,"threshold_uncertainty_score":0.3816961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152714608096264,"score_gpt":0.3698060043597938,"score_spread":0.3182788582788312,"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."}}