{"id":"W1965354201","doi":"10.1016/j.clml.2012.08.008","title":"Rapidity and Quality of Response to Steroid-Based Induction Therapy, Without the Addition of Novel Agents, Does Not Affect Post Transplant Outcomes in Multiple Myeloma","year":2012,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Regimen; Multiple myeloma; Induction therapy; Salvage therapy; Oncology; Internal medicine; Induction chemotherapy; Maintenance therapy; Transplantation; Surgery; Urology; Overall survival; 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":[0.001428935,0.0001764008,0.0005499882,0.0002400317,0.0003067787,0.0007075907,0.0003797533,0.0004452901,0.002200424],"category_scores_gemma":[0.005747196,0.0001204267,0.0005365504,0.000458207,0.0002627366,0.0006783602,0.0003491981,0.001084634,0.0003305294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006917188,"about_ca_system_score_gemma":0.0005138059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008650359,"about_ca_topic_score_gemma":0.001048486,"domain_scores_codex":[0.9994212,0.000182681,0.00006537931,0.00008290345,0.0001360981,0.0001117636],"domain_scores_gemma":[0.9940509,0.001424778,0.002801556,0.0004540425,0.0002752024,0.0009935052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02434843,0.001452542,0.8741108,0.000133062,0.0005131029,0.0003330141,0.0001455345,0.0009406569,0.00736908,0.0001820987,0.0009627017,0.08950888],"study_design_scores_gemma":[0.0001840625,0.003864042,0.9929411,0.00001694238,0.0001848252,0.0005145732,0.00004807276,0.0004071547,0.001068883,0.0001856888,0.0005743537,0.0000102585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970758,0.001259354,0.0001507012,0.000195535,0.00003108717,0.00001039884,0.0001035485,0.0000169074,0.001156653],"genre_scores_gemma":[0.9994166,0.0001292729,0.00004740688,0.00004137319,0.00002701966,0.000003643125,0.00009800064,0.000004900233,0.0002318378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002200424,"threshold_uncertainty_score":0.007557034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140409532724376,"score_gpt":0.4029271096491517,"score_spread":0.2625175769247757,"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."}}