{"id":"W4405044719","doi":"10.1182/blood-2024-194414","title":"The Composite Health Risk Assessment Model (CHARM) Predicts Risks of Toxicities, Functional and Cognitive Decline Among Survivors of Allogeneic Hematopoietic Cell Transplantation (allo-HCT): A Prospective BMT-CTN Study 1704","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hematopoietic cell; Medicine; Transplantation; Hematopoietic stem cell transplantation; Prospective cohort study; Internal medicine; Oncology; Cognition; Immunology; Haematopoiesis; Intensive care medicine; Stem cell; Biology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007140417,0.0002653295,0.0005286749,0.0001456004,0.0002501915,0.00002499861,0.00005906101,0.00006925208,0.00001223464],"category_scores_gemma":[0.00004060947,0.0001990521,0.0001155861,0.0002663676,0.0003303163,0.00009240275,0.00006518944,0.0003672904,0.000001322951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000900801,"about_ca_system_score_gemma":0.0003755484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007016575,"about_ca_topic_score_gemma":0.0008684275,"domain_scores_codex":[0.9977976,0.0002210753,0.0006399972,0.0004318786,0.0006308783,0.0002785579],"domain_scores_gemma":[0.998486,0.0005897387,0.0003027613,0.0001442187,0.000362865,0.0001144439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001156462,0.003141562,0.9788755,0.001280476,0.002623087,0.00003144476,0.01037633,0.0003548646,0.001438866,0.00006464658,0.0000351852,0.0006215526],"study_design_scores_gemma":[0.007924451,0.003301289,0.9700345,0.0009179342,0.003335041,0.00003709846,0.005466443,0.00323333,0.005292998,0.0002879604,0.00000173133,0.0001672104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863097,0.004693607,0.004522229,0.0001947925,0.0001440136,0.00289533,0.0007213592,0.00007141727,0.0004475379],"genre_scores_gemma":[0.9961243,0.003122231,0.0001393321,0.00005228883,0.00006189699,0.0002818283,0.0000811097,0.0000373888,0.00009968454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009814526,"threshold_uncertainty_score":0.8117111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261848214611707,"score_gpt":0.3180255020904321,"score_spread":0.2918406806292614,"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."}}