{"id":"W2983666463","doi":"10.1182/blood-2019-128445","title":"Predictors of Outcomes in Adult Patients with Therapy Related Acute Myeloid Leukemia Undergoing Allogeneic Hematopoietic Stem Cell Transplantation - Twenty Year Experience from a Tertiary Care Centre","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Hematopoietic stem cell transplantation; Myeloid leukemia; Transplantation; Proportional hazards model; Cumulative incidence; Oncology","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":[0.0006706573,0.0002617986,0.0002660085,0.0006287846,0.0004182112,0.0005444626,0.0003371871,0.0003043927,0.0008366681],"category_scores_gemma":[0.002257294,0.0001874799,0.0002314014,0.0008049964,0.0003338229,0.000341008,0.0006246837,0.0003781736,0.0001876242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005390623,"about_ca_system_score_gemma":0.0005658579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261014,"about_ca_topic_score_gemma":0.003808329,"domain_scores_codex":[0.9995676,0.0000928653,0.00007855472,0.00006048141,0.00009652394,0.0001039966],"domain_scores_gemma":[0.9979758,0.0003975632,0.0009373007,0.00005699709,0.0001714826,0.0004608857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004523142,0.00002748993,0.9970822,0.00001051927,0.00000835341,0.0008892821,0.0002523687,0.00005464871,0.0001463356,0.000007794585,0.00008327627,0.001392447],"study_design_scores_gemma":[0.000007492415,0.0003638587,0.9937191,0.00001428198,0.00001957503,0.004228714,0.0008343027,0.0001787788,0.000184497,0.00001850379,0.0004215666,0.000009220874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999428,0.0002239437,0.0000440617,0.0000359354,0.000002922014,0.000006351898,0.0001016322,0.000003789326,0.0001532826],"genre_scores_gemma":[0.9992999,0.000237815,0.0000859543,0.00003137092,0.00001248073,0.000007423484,0.000244407,0.000001945194,0.00007875291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003261014,"threshold_uncertainty_score":0.006484032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004830761862482665,"score_gpt":0.2183455742087187,"score_spread":0.213514812346236,"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."}}