{"id":"W2036582278","doi":"10.1038/sj.bmt.1704868","title":"Outcome of unrelated transplants in patients with multiple myeloma","year":2005,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"University of Texas MD Anderson Cancer Center; U.S. Public Health Service","keywords":"Medicine; Multiple myeloma; Cumulative incidence; Incidence (geometry); Surgery; Internal medicine; Multivariate analysis; Hematopoietic stem cell transplantation; Melphalan; Transplantation","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":[0.0001155472,0.0001708478,0.0003279039,0.0002649071,0.00003137537,0.000005680889,0.00005007866,0.0000929542,0.00008901417],"category_scores_gemma":[0.00001602636,0.0001329253,0.00006024232,0.0002545602,0.00004777238,0.0001588452,0.000002653201,0.0001535911,0.00003106604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007573955,"about_ca_system_score_gemma":0.00004968316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001755173,"about_ca_topic_score_gemma":0.0009332437,"domain_scores_codex":[0.9985318,0.00005091066,0.0004374997,0.000235403,0.0004562209,0.0002882341],"domain_scores_gemma":[0.9994699,0.00007556655,0.00007332852,0.0001661986,0.00008494044,0.0001300764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007438869,0.0007363355,0.9806321,0.0002905749,0.0000770412,0.0001247341,0.0004269259,0.00009686672,0.001881613,0.00001818312,0.000005246569,0.008271542],"study_design_scores_gemma":[0.02291511,0.0004600199,0.9687005,0.0002273715,0.0001084364,0.00002189647,0.00001466722,0.0005290827,0.00687176,0.000004613221,0.00002442359,0.0001221654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978197,0.00004340724,0.0002638252,0.0001617027,0.0000198733,0.0007902908,0.0001656527,0.00003845777,0.0006970967],"genre_scores_gemma":[0.9961725,0.00005185522,0.002690062,0.00003691692,0.00001365116,0.00003003536,0.0008409109,0.00002440318,0.0001396443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01547624,"threshold_uncertainty_score":0.5420536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482861410777176,"score_gpt":0.2639461237530688,"score_spread":0.249117509645297,"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."}}