{"id":"W2070481877","doi":"10.1159/000206984","title":"Identical Twin Marrow Transplantation in Multiple Myeloma","year":2009,"lang":"en","type":"article","venue":"Acta Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital","funders":"CYTED Ciencia y Tecnología para el Desarrollo","keywords":"Medicine; Melphalan; Multiple myeloma; Cyclophosphamide; Prednisone; Asymptomatic; Bone marrow; Total body irradiation; Exacerbation; Chemotherapy; Transplantation; Surgery; Pathology; Internal medicine","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":[0.0001440385,0.0001553928,0.0003581899,0.0001599895,0.00005977217,0.00002125534,0.000101382,0.000131251,0.0002665838],"category_scores_gemma":[0.0003238094,0.000115155,0.00008773178,0.0002231148,0.00005666187,0.0001115548,0.00001239243,0.000204866,0.0001746621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000057571,"about_ca_system_score_gemma":0.00003998023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004524485,"about_ca_topic_score_gemma":0.00007651015,"domain_scores_codex":[0.998603,0.00007581557,0.0003054543,0.000296229,0.0003037918,0.0004157203],"domain_scores_gemma":[0.9993363,0.0001614198,0.00004088652,0.0002299568,0.00003671448,0.0001946927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004858933,0.002336117,0.8774802,0.0002549099,0.0001124369,0.02186113,0.0006483526,0.000002900293,0.0475464,0.001704064,0.00164026,0.04155427],"study_design_scores_gemma":[0.004417641,0.0005396434,0.9826742,0.0001007573,0.00003351726,0.0009666548,0.00005372537,0.0006815642,0.009387264,0.0006982552,0.0003205417,0.0001262162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914262,0.0001088614,0.00008488687,0.003615995,0.00003183979,0.0005271453,0.00000722499,0.00008793006,0.004109887],"genre_scores_gemma":[0.9973887,0.0001355887,0.001742033,0.0004117506,0.00002475316,0.0000318694,0.00008614586,0.000008547927,0.0001705653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105194,"threshold_uncertainty_score":0.4695883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859330116210157,"score_gpt":0.3179083093178544,"score_spread":0.2793150081557528,"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."}}