{"id":"W4405053172","doi":"10.1182/blood-2024-205517","title":"Clinical Outcomes for Patients with Triple Class Exposed Relapsed and Refractory Multiple Myeloma in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Cohort; Population; Lenalidomide; Oncology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006321984,0.0003722044,0.0003884597,0.001588913,0.00278157,0.001580002,0.001264954,0.0004603704,0.002152568],"category_scores_gemma":[0.001851539,0.0002642396,0.0005152492,0.005177129,0.0008295778,0.0003512956,0.001121959,0.0007518356,0.0002411741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04358726,"about_ca_system_score_gemma":0.04767604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934636,"about_ca_topic_score_gemma":0.9963048,"domain_scores_codex":[0.9991942,0.00004371283,0.00005030395,0.0001165237,0.0002749672,0.0003204078],"domain_scores_gemma":[0.9978396,0.00008817666,0.0004123912,0.00005268574,0.0009757768,0.0006314164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055907,0.00003233816,0.9909333,0.00004859855,0.00005470553,0.0002191761,0.0004519305,0.0002752783,0.0001564679,0.0001560128,0.002801881,0.004764676],"study_design_scores_gemma":[0.00002611561,0.00004689526,0.9949672,0.00007458613,0.0000578317,0.0003014948,0.00170741,0.0005747342,0.00008225635,0.00008145077,0.002060398,0.00001969757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776331,0.001989659,0.0002291194,0.00122807,0.00004367985,0.0001033118,0.01264269,0.00003708306,0.006093287],"genre_scores_gemma":[0.993505,0.0007516028,0.0002684559,0.0003555072,0.00001450487,0.00002313715,0.004207021,0.000007715505,0.0008671964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04358726,"threshold_uncertainty_score":0.3162492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223536547775318,"score_gpt":0.298160217167233,"score_spread":0.2759248516894798,"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."}}