{"id":"W2111951140","doi":"10.1200/jco.2006.07.0953","title":"Partially Matched, Nonmyeloablative Allogeneic Transplantation: Clinical Outcomes and Immune Reconstitution","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health; American Society of Clinical Oncology; National Center for Research Resources; Amgen","keywords":"Medicine; Alemtuzumab; Fludarabine; Transplantation; Regimen; Internal medicine; Donor lymphocyte infusion; Cyclophosphamide; Surgery; Graft-versus-host disease; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01187892,0.0001623704,0.001703102,0.0001367769,0.00005311658,0.000008651205,0.00009929886,0.0006059775,0.000110594],"category_scores_gemma":[0.001714916,0.0001181448,0.000538767,0.0001172153,0.0004675477,0.0001518342,0.00001157065,0.0008958535,0.00003251289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006197798,"about_ca_system_score_gemma":0.00103065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051394,"about_ca_topic_score_gemma":0.00007786131,"domain_scores_codex":[0.9939358,0.0004646255,0.004756302,0.0002273957,0.0003618783,0.0002540381],"domain_scores_gemma":[0.9912994,0.006008393,0.001683965,0.0001528143,0.0003874214,0.0004680142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007088058,0.001021521,0.8746056,0.0001083361,0.0006988186,0.001965824,0.0004098785,0.000005911149,0.0006986662,0.0008448744,0.00008789101,0.1124646],"study_design_scores_gemma":[0.01061554,0.004080873,0.976459,0.0001662281,0.0009326412,0.002594067,0.000213839,0.00001919628,0.0006150767,0.0004089133,0.003778137,0.0001165252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643188,0.0003072306,0.02225225,0.004129197,0.002060888,0.0002900517,0.000004167895,0.00001707122,0.006620412],"genre_scores_gemma":[0.9760936,0.00281465,0.0188058,0.001388305,0.0007242861,0.000001617867,0.000007697929,0.00001393906,0.000150129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123481,"threshold_uncertainty_score":0.4817805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133966615510393,"score_gpt":0.474297250354385,"score_spread":0.340330634843992,"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."}}