{"id":"W2095225241","doi":"10.3109/10428190309178811","title":"Cost-effectiveness of a Transplantation Strategy Compared to Melphalan and Prednisone in Younger Patients with Multiple Myeloma","year":2003,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program; Cancer Care Ontario; McMaster University","funders":"Hamilton Health Sciences","keywords":"Melphalan; Medicine; Prednisone; Multiple myeloma; Autologous stem-cell transplantation; Transplantation; Internal medicine; Cost effectiveness; Surgery; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001870674,0.0005396249,0.000607876,0.0005709738,0.0002981221,0.0006817637,0.0004422906,0.0005775575,0.001476576],"category_scores_gemma":[0.00721549,0.0002352556,0.001916475,0.0007152931,0.0003882902,0.0004853441,0.0004961724,0.0005901499,0.00005446875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006135815,"about_ca_system_score_gemma":0.002153327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04734731,"about_ca_topic_score_gemma":0.06309069,"domain_scores_codex":[0.998955,0.0006915603,0.0000558584,0.00005026501,0.0001318562,0.0001154636],"domain_scores_gemma":[0.9976829,0.001440961,0.0004346205,0.000049245,0.00008369471,0.0003085189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1444818,0.003303946,0.3609137,0.001523343,0.009905298,0.002963115,0.0004340791,0.2235045,0.004588947,0.003093509,0.003096741,0.2421911],"study_design_scores_gemma":[0.01739211,0.04431716,0.7069839,0.0008349883,0.01376812,0.002792472,0.000999131,0.2007533,0.004117438,0.004411495,0.003419585,0.0002102303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965855,0.002083958,0.0001535051,0.0004670701,0.00002051827,0.00003874079,0.0001266813,0.000005767603,0.0005182548],"genre_scores_gemma":[0.9991649,0.0004665426,0.0001309365,0.00005899324,0.00001080564,0.00001002545,0.00008903228,8.991551e-7,0.00006782133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04734731,"threshold_uncertainty_score":0.09414345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213530888980886,"score_gpt":0.2778753257788484,"score_spread":0.2557400168890395,"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."}}