{"id":"W4405108475","doi":"10.1182/hematology.2024000533","title":"Transplant in ALL: who, when, and how?","year":2024,"lang":"en","type":"review","venue":"Hematology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Minimal residual disease; Transplantation; Oncology; Hematopoietic stem cell transplantation; Disease; Intensive care medicine; Hematopoietic cell; Internal medicine; Stem cell; Leukemia; Haematopoiesis","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":[0.0007648658,0.0005549989,0.0009771972,0.001154862,0.0002773024,0.001170949,0.0007578629,0.001329928,0.002994102],"category_scores_gemma":[0.001303455,0.0001775955,0.0004274153,0.001495574,0.0005781518,0.0018796,0.0005503427,0.002336645,0.00141511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006985655,"about_ca_system_score_gemma":0.001422269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425632,"about_ca_topic_score_gemma":0.002409896,"domain_scores_codex":[0.9997622,0.00006326393,0.0000380875,0.00003780488,0.00007462507,0.0000240015],"domain_scores_gemma":[0.9995024,0.0002840176,0.00005802222,0.00001153297,0.0001018793,0.0000421295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000602126,0.00002686969,0.0001726218,0.01056055,0.00004846937,0.00009493463,0.00007059634,0.0001827757,0.0002900379,0.003287509,0.05398291,0.9312225],"study_design_scores_gemma":[0.00001758625,0.00006633825,0.0006945376,0.01073971,0.00009834966,0.001024749,0.0001212732,0.00006489707,0.00009601122,0.002954982,0.9841076,0.00001387383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005758225,0.9975126,0.00006023057,0.001315629,0.0003670783,0.000002605575,0.00001005724,0.000004889438,0.0006692691],"genre_scores_gemma":[0.0003115505,0.9984768,0.00008247136,0.000572986,0.0003009046,0.000002585668,0.0000144997,0.000001167004,0.0002369044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002994102,"threshold_uncertainty_score":0.0100162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0750300688695628,"score_gpt":0.3813361333585566,"score_spread":0.3063060644889938,"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."}}