{"id":"W4296529456","doi":"10.1016/s2152-2650(22)01102-8","title":"Poster: MM-233 Evaluation of the Comparative Effectiveness of In-Class Transition (iCT) to ALL-Oral Ixazomib-Lenalidomide-Dexamethasone (IRd) After Bortezomib (V)-Based Induction Therapy vs Patients Who Continued to Receive Parenteral V-Based Therapy in Newly Diagnosed Multiple Myeloma (NDMM)","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Lenalidomide; Dexamethasone; Ixazomib; Induction therapy; Bortezomib; Medicine; Oncology; Internal medicine; Multiple myeloma; Chemotherapy","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":[0.001578179,0.0009291224,0.002143758,0.0003566536,0.0003141608,0.0009374347,0.0007968537,0.0009922528,0.01407675],"category_scores_gemma":[0.002224676,0.0003256013,0.002816379,0.0003168502,0.0007763795,0.0007362012,0.000374099,0.002172695,0.001348404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008813543,"about_ca_system_score_gemma":0.001225957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703083,"about_ca_topic_score_gemma":0.001818822,"domain_scores_codex":[0.9991139,0.000545987,0.00005353707,0.0001198095,0.00005171459,0.0001151979],"domain_scores_gemma":[0.9981066,0.0006755088,0.0002890136,0.0001424574,0.0001104763,0.0006758168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9812502,0.005045734,0.0003834279,0.0001135063,0.0004694735,0.00001562545,0.00001625785,0.0001495693,0.001334453,0.00005207743,0.0004372411,0.01073244],"study_design_scores_gemma":[0.3883693,0.596799,0.008354943,0.00006946531,0.001700272,0.00004793465,0.0000635977,0.0006243257,0.002455843,0.0001674105,0.001315774,0.00003222628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909261,0.001864829,0.0002116394,0.0005556868,0.0007878039,0.0009925651,0.00164723,0.00005033525,0.002963766],"genre_scores_gemma":[0.9909886,0.001354028,0.000604768,0.0005609798,0.0008888942,0.0005818105,0.001389982,0.00001761484,0.003613521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407675,"threshold_uncertainty_score":0.04709136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07614721502983941,"score_gpt":0.373142326842397,"score_spread":0.2969951118125576,"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."}}