{"id":"W3198965035","doi":"10.1182/bloodadvances.2021004916","title":"Haploidentical vs sibling, unrelated, or cord blood hematopoietic cell transplantation for acute lymphoblastic leukemia","year":2021,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; Princess Margaret Cancer Centre","funders":"Cancer Moonshot; National Cancer Institute; Office of Naval Research; National Heart, Lung, and Blood Institute; Biomedical Advanced Research and Development Authority; National Institutes of Health; National Center for Advancing Translational Sciences; Health Resources and Services Administration; bluebird bio; Astellas Pharma; Angiocrine Bioscience; National Institute of Allergy and Infectious Diseases; Celgene; Actinium Pharmaceuticals; Moonshot Research and Development Program; Bristol-Myers Squibb; Amgen","keywords":"Medicine; Hazard ratio; Internal medicine; Umbilical cord; Cyclophosphamide; Transplantation; Gastroenterology; Hematopoietic stem cell transplantation; Human leukocyte antigen; Graft-versus-host disease; Hematopoietic cell; Lymphoblastic Leukemia; Cord blood; Oncology; Retrospective cohort study; Leukemia; Haematopoiesis; Immunology; Chemotherapy; Confidence interval; Antigen; Stem cell; Biology","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":[0.0009954387,0.0001226511,0.0002560289,0.0001703832,0.0000900997,0.0002817812,0.0002344908,0.0001238257,0.0005694146],"category_scores_gemma":[0.001453897,0.00006403728,0.0004836333,0.0002347993,0.0001475876,0.0002569886,0.0001964951,0.0003491461,0.000049558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812312,"about_ca_system_score_gemma":0.0002624669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005873179,"about_ca_topic_score_gemma":0.001108913,"domain_scores_codex":[0.9996371,0.0001880324,0.00002735092,0.00005311837,0.00005373191,0.00004053152],"domain_scores_gemma":[0.9992478,0.0003519205,0.0002329595,0.00005646487,0.00002199502,0.00008877242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02340822,0.0003702212,0.8908617,0.0002059915,0.001622422,0.0001542607,0.00009760611,0.002266601,0.004591762,0.0003446052,0.0005087687,0.07556774],"study_design_scores_gemma":[0.001330565,0.01580971,0.9637361,0.00009947199,0.002321691,0.0009530582,0.0002439911,0.007837805,0.004689661,0.001017589,0.001941393,0.00001906975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990502,0.0006506233,0.00009911552,0.00002571161,0.000005648173,0.000004085306,0.00003992171,0.000002564614,0.0001221439],"genre_scores_gemma":[0.9996604,0.0001449269,0.00005806345,0.00002194643,0.00001017326,0.000002845774,0.00006622503,8.724655e-7,0.00003456595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009954387,"threshold_uncertainty_score":0.005264461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435071129726823,"score_gpt":0.2901177079337284,"score_spread":0.2757669966364602,"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."}}