{"id":"W2139026714","doi":"10.3324/haematol.11168","title":"Intermediate-dose melphalan compared with myeloablative treatment in multiple myeloma: long-term follow-up of the Dutch Cooperative Group HOVON 24 trial","year":2007,"lang":"en","type":"article","venue":"Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; Leukemia & Lymphoma Society of Canada","funders":"","keywords":"Medicine; Melphalan; Multiple myeloma; Cyclophosphamide; Internal medicine; Total body irradiation; Regimen; Chemotherapy; Randomized controlled trial; Surgery; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003404829,0.0004183536,0.001118546,0.0002137901,0.0001558946,0.00002161145,0.0002387045,0.0001733813,0.0001453913],"category_scores_gemma":[0.0003749874,0.0002075694,0.0002222627,0.0005403687,0.000484914,0.00009586599,0.0001131816,0.0002968524,0.00003279834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466606,"about_ca_system_score_gemma":0.0001813599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004093618,"about_ca_topic_score_gemma":0.007900557,"domain_scores_codex":[0.9972656,0.0002956752,0.0006625444,0.0005365165,0.0005610821,0.0006785598],"domain_scores_gemma":[0.9980128,0.0007171734,0.0002692409,0.0005595528,0.0001741167,0.0002671584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1302333,0.002769856,0.8557841,0.00008539207,0.0005653842,0.002548349,0.002723771,0.000004030058,0.00117085,0.0001023502,0.00006126724,0.003951356],"study_design_scores_gemma":[0.1446785,0.00517215,0.8313649,0.0002916599,0.0001274971,0.0001780001,0.0007902069,0.0001416596,0.01700342,0.00001604424,0.00003963054,0.0001963423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940971,0.0002275084,0.00009570346,0.0001777914,0.0002526135,0.004116983,0.00004428906,0.00005590298,0.0009321616],"genre_scores_gemma":[0.9984769,0.0000452677,0.0003484789,0.00004804835,0.00005810845,0.0003108957,0.0001437671,0.00002983189,0.0005386968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441915,"threshold_uncertainty_score":0.8464435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06266984780719237,"score_gpt":0.3249320796119417,"score_spread":0.2622622318047493,"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."}}