{"id":"W4380234055","doi":"10.1016/j.jtct.2023.06.007","title":"Leukapheresis and Tisagenlecleucel Manufacturing Outcomes in Patients Age &lt;3 Years with Relapsed/Refractory Acute Lymphoblastic Leukemia","year":2023,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada)","funders":"Novartis Pharmaceuticals Corporation","keywords":"Leukapheresis; Medicine; Blinatumomab; Leukemia; Lymphoblastic Leukemia; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001469747,0.0001855017,0.0002832317,0.0002552544,0.00006315201,0.00003675801,0.0000578176,0.00009813706,0.0002384836],"category_scores_gemma":[0.000002070566,0.0001517814,0.00005272291,0.0001850128,0.00008619756,0.00009539945,0.000007584567,0.0001743014,0.00002424879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008472265,"about_ca_system_score_gemma":0.00005118834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009257146,"about_ca_topic_score_gemma":0.00006827865,"domain_scores_codex":[0.9987854,0.0000663697,0.0002042075,0.0003091624,0.0003482668,0.0002865421],"domain_scores_gemma":[0.9995525,0.0000948939,0.00003977834,0.0001669287,0.00001838781,0.0001275522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01279654,0.0004060459,0.4460114,0.0004993819,0.001007627,0.003670591,0.01089195,0.0000740094,0.3395107,0.00004311847,0.0001115485,0.184977],"study_design_scores_gemma":[0.01392188,0.0006723496,0.95258,0.00009412645,0.0000756786,0.00001916626,0.0001283997,0.00007779904,0.03155514,0.00004118627,0.0006240237,0.0002102135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99862,0.0001977589,0.00005540608,0.00005642927,0.00004234722,0.0004649812,0.0000175566,0.00008088146,0.0004646055],"genre_scores_gemma":[0.9905735,0.005974123,0.00006772849,0.0001535747,0.00001725036,0.00002515575,0.0001692907,0.00004721269,0.002972225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5065686,"threshold_uncertainty_score":0.6189467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585269188541878,"score_gpt":0.2538842574436235,"score_spread":0.2380315655582048,"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."}}