{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002239423,0.0004287813,0.0004399337,0.0003496737,0.0009980624,0.001171894,0.0004781871,0.0005187597,0.001570649],"category_scores_gemma":[0.003613947,0.0001192235,0.0005101149,0.0005559511,0.0005864598,0.0005919478,0.0008752004,0.0008666134,0.0002279144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172117,"about_ca_system_score_gemma":0.001883662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048889,"about_ca_topic_score_gemma":0.002046082,"domain_scores_codex":[0.999002,0.0004180434,0.0000773596,0.0001035854,0.0001895156,0.0002094536],"domain_scores_gemma":[0.9978355,0.0003681942,0.0003776705,0.0001588326,0.0002993396,0.000960524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004842749,0.01772964,0.6062603,0.0001979244,0.0004499682,0.005659604,0.003558929,0.003850274,0.005780123,0.0008848506,0.007217364,0.3435682],"study_design_scores_gemma":[0.002679061,0.0641155,0.8784274,0.0003308602,0.0004677961,0.02000148,0.007007488,0.004737935,0.009846249,0.001920912,0.0102754,0.0001898206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965901,0.0005365001,0.000815538,0.0003472028,0.00003161382,0.00008350391,0.00009977358,0.00001491906,0.001480867],"genre_scores_gemma":[0.9974881,0.0006092528,0.001095889,0.000198118,0.00005739159,0.00003862242,0.0002354332,0.0000140353,0.0002629696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239423,"threshold_uncertainty_score":0.01184332,"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."}}