{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460193,0.0003344361,0.000334675,0.0005484599,0.0003366345,0.0006500729,0.0003874687,0.0002729584,0.001681113],"category_scores_gemma":[0.001812008,0.0002263539,0.0007398003,0.0009601736,0.0001475661,0.0003441751,0.0005982401,0.0008386532,0.0003885364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663289,"about_ca_system_score_gemma":0.0005149333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003863022,"about_ca_topic_score_gemma":0.00571258,"domain_scores_codex":[0.9995854,0.0001419505,0.00004165679,0.00008646417,0.0001045526,0.000039988],"domain_scores_gemma":[0.9990848,0.0001321385,0.0003375685,0.0001115271,0.0001346868,0.0001992511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008087839,0.0001167747,0.99536,0.00001995645,0.0001952138,0.0000148699,0.00001900226,0.0001918185,0.00007367936,0.00003812714,0.001064073,0.002097806],"study_design_scores_gemma":[0.0001547329,0.0004990282,0.9969626,0.00003000426,0.0001943799,0.00007616833,0.00005008459,0.001056259,0.0001119558,0.00007299235,0.0007836712,0.000008131543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991727,0.0003904129,0.0004114099,0.0001529016,0.00002103631,0.00009089945,0.00623845,0.0000149546,0.0009530066],"genre_scores_gemma":[0.9904648,0.0002123862,0.0004550201,0.00008509237,0.00003324476,0.0001476197,0.00801548,0.000004956561,0.0005812175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003863022,"threshold_uncertainty_score":0.007722318,"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."}}