{"id":"W2578678001","doi":"10.1182/blood.v116.21.4036.4036","title":"Prognostic Relevance of Genomic Aberrations In Light Chain Only Multiple Myeloma","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Multiple myeloma; Internal medicine; Gastroenterology; Fluorescence in situ hybridization; Medicine; Progression-free survival; Immunoglobulin light chain; Autologous stem-cell transplantation; Monoclonal; Confidence interval; Oncology; Plasma cell; Chemotherapy; Antibody; Biology; Monoclonal antibody; Immunology","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":[0.0002519687,0.0002058189,0.0002024983,0.0005801233,0.0002276584,0.0003154808,0.0001911932,0.0003496569,0.002296707],"category_scores_gemma":[0.001120887,0.0001170827,0.0001427465,0.0005020431,0.0002828036,0.0002389521,0.0003281992,0.000336679,0.0002354888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520629,"about_ca_system_score_gemma":0.0001572925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006894131,"about_ca_topic_score_gemma":0.0007638769,"domain_scores_codex":[0.9998696,0.00002379219,0.00001251166,0.00003234531,0.00002787396,0.00003382906],"domain_scores_gemma":[0.9989378,0.0002766453,0.0004889597,0.00003282124,0.00006449097,0.0001992738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003741442,0.00001204201,0.9948008,0.000008366742,0.00001557459,0.0003708726,0.00002015478,0.0001496274,0.001911415,0.00001107141,0.00007703883,0.002248898],"study_design_scores_gemma":[0.00001061176,0.0001700269,0.9957201,0.000004660932,0.00003976657,0.002565957,0.00005277935,0.0003765366,0.000792708,0.00005210976,0.0002112665,0.000003457443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994972,0.0001738056,0.0000430272,0.00002029898,0.000001747999,0.000002001599,0.00008184846,0.000003578053,0.0001764186],"genre_scores_gemma":[0.9998217,0.00002678208,0.00002492415,0.00000427463,0.000003564366,0.000001291446,0.00008417607,8.088859e-7,0.0000325307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002296707,"threshold_uncertainty_score":0.007683277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468643369673203,"score_gpt":0.2730555015822895,"score_spread":0.2583690678855575,"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."}}