{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002285917,0.0003639944,0.002551441,0.0005166202,0.00001320473,0.00002141076,0.0001448482,0.0006813011,0.00009433727],"category_scores_gemma":[0.00009088271,0.0002450897,0.000198483,0.0002196211,0.0001671162,0.00002418135,0.0001020793,0.0008607885,0.000294191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994073,"about_ca_system_score_gemma":0.0009011547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002370837,"about_ca_topic_score_gemma":0.00004029625,"domain_scores_codex":[0.9982041,0.0001396784,0.0003823939,0.0005690829,0.0002173355,0.0004874044],"domain_scores_gemma":[0.9990105,0.0003716149,0.00006296849,0.0003493378,0.00002262146,0.0001829354],"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":[0.00006958245,0.0001043984,0.00006995758,0.3769507,0.001005274,0.03391815,0.0007710402,7.91751e-9,0.000001015761,0.01376967,0.1167944,0.4565458],"study_design_scores_gemma":[0.000612663,0.00007676076,0.000001247502,0.02810445,0.001281388,0.02839239,0.00001432188,0.00003914223,0.000001042351,0.0001748282,0.9411252,0.0001765554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001859044,0.9958426,0.0000369906,0.001834697,0.0001497959,0.000771554,0.00003152124,0.00005823654,0.001256017],"genre_scores_gemma":[0.00003629422,0.9964358,0.00019565,0.0001752416,0.00008534447,0.0001559641,0.00009752981,0.0000802744,0.002737868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8243308,"threshold_uncertainty_score":0.9994469,"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."}}