{"id":"W2472478074","doi":"10.1182/blood.v110.11.2730.2730","title":"Pegylated Liposomal Doxorubicin (PLD) in Combination with Bortezomib (B) May Provide Therapeutic Advantage for High-Risk Multiple Myeloma Patients Relapsing within 12 Months of Stem Cell Transplant.","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Bortezomib; Transplantation; Lenalidomide; Surgery; Melphalan; Gastroenterology","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":[0.0003897796,0.0001830818,0.0003581765,0.0002487667,0.00009505756,0.0002385313,0.0001434121,0.0002032422,0.001291296],"category_scores_gemma":[0.0004114549,0.00008927993,0.0002905789,0.0002303413,0.0001439614,0.0002315327,0.0001572678,0.0002660983,0.0002370397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993562,"about_ca_system_score_gemma":0.0001619767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545454,"about_ca_topic_score_gemma":0.000348437,"domain_scores_codex":[0.9999144,0.00003258535,0.00001030649,0.00001754408,0.00001105202,0.00001409895],"domain_scores_gemma":[0.9997191,0.00005990021,0.0001243551,0.00001247056,0.000008973193,0.00007530084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.114119,0.002907216,0.4611194,0.0005969044,0.001024688,0.0009573673,0.0001033555,0.001866902,0.09752107,0.0001582629,0.001259178,0.3183667],"study_design_scores_gemma":[0.007280141,0.07333057,0.8827748,0.0001299203,0.0008098679,0.005592814,0.0001076795,0.00410902,0.02026219,0.0003040181,0.005270489,0.00002853432],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964395,0.002856679,0.000247661,0.00006397611,0.00000728193,0.00002561658,0.00007774107,0.00001441136,0.0002670898],"genre_scores_gemma":[0.9986188,0.0007065479,0.0003314288,0.00005090978,0.0000188836,0.00001381228,0.0001432958,0.000002085001,0.0001141459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291296,"threshold_uncertainty_score":0.004319847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174926590662012,"score_gpt":0.2479579073881212,"score_spread":0.236208641481501,"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."}}