{"id":"W4383342546","doi":"10.22541/au.168864332.23180439/v1","title":"Children’s Oncology Group’s 2023 Blueprint for Research: Cellular Therapy and Stem Cell Transplantation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Transplantation; Oncology; Umbilical cord; Stem cell; Minimal residual disease; Leukemia; Internal medicine; Hematopoietic stem cell transplantation; Myeloid leukemia; Cell therapy; Immunology; 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":[0.004652952,0.001093658,0.0007927242,0.001376265,0.001313837,0.004130614,0.000804496,0.005201007,0.1040068],"category_scores_gemma":[0.008039806,0.0004874557,0.0007763474,0.001293959,0.001144678,0.001542839,0.001929083,0.005834645,0.05813047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005046589,"about_ca_system_score_gemma":0.00870595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878039,"about_ca_topic_score_gemma":0.004701453,"domain_scores_codex":[0.996904,0.0004226697,0.0001040217,0.0003220752,0.001742023,0.0005052052],"domain_scores_gemma":[0.993505,0.0008791994,0.0002773135,0.000556543,0.001623997,0.003158026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005294897,0.00001513372,0.0000882559,0.00002102316,0.000006269257,0.0000379896,0.000004971295,0.00002734296,0.0001956519,0.002850467,0.9759895,0.02071034],"study_design_scores_gemma":[0.0000511486,0.00002967439,0.0002939755,0.00003910895,0.000003470375,0.0000948138,0.000006728479,0.00005935283,0.000483689,0.001577165,0.9973544,0.000006384877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002536116,0.03897296,0.005074031,0.4712697,0.2283026,0.0003346126,0.007947842,0.002316828,0.2432452],"genre_scores_gemma":[0.01998169,0.02957318,0.01609491,0.0737747,0.06964814,0.0003725233,0.01291612,0.002125466,0.7755133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1040068,"threshold_uncertainty_score":0.3479373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403296583909526,"score_gpt":0.4195862860132926,"score_spread":0.17925662762234,"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."}}