{"id":"W4210743542","doi":"10.1016/j.jtct.2022.02.001","title":"Improving Safety and Outcomes After Allogeneic Hematopoietic Cell Transplantation: A Single-Center Experience","year":2022,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Transplantation; Cyclophosphamide; Internal medicine; Hematopoietic stem cell transplantation; Graft-versus-host disease; Hematopoietic cell; Haematopoiesis; Oncology; Surgery; Gastroenterology; Chemotherapy; Stem cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002103563,0.0002887388,0.0003613422,0.0001467841,0.0002930255,0.00004288699,0.00007772051,0.00007822247,0.0006167563],"category_scores_gemma":[0.000001233001,0.0002685076,0.00009999455,0.0001595196,0.00009972578,0.0001365926,0.000009126803,0.0002044168,0.000006550603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128457,"about_ca_system_score_gemma":0.00003838212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002967847,"about_ca_topic_score_gemma":0.000009203811,"domain_scores_codex":[0.9981703,0.0001422007,0.000469872,0.0004803138,0.000435199,0.0003021548],"domain_scores_gemma":[0.9993927,0.00009552403,0.00009994786,0.0002026857,0.00003402833,0.0001751015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008581099,0.001058124,0.3795369,0.002791008,0.0001598812,0.001632553,0.07771544,0.00003655919,0.515519,0.0002937688,0.000006798951,0.01266878],"study_design_scores_gemma":[0.05731664,0.002592325,0.3589612,0.0004430246,0.00117866,0.01192962,0.01068484,0.0006545509,0.5488262,0.0001825284,0.004782758,0.002447692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831588,0.001525555,0.01314258,0.0003115503,0.0001452407,0.000791418,0.0001134319,0.00009396632,0.0007174081],"genre_scores_gemma":[0.994379,0.002854163,0.0008284964,0.00104812,0.00002388888,0.0002010294,0.000297659,0.000046421,0.0003211524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0670306,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152125342152639,"score_gpt":0.237758530770045,"score_spread":0.2225459965547811,"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."}}