{"id":"W4386120163","doi":"10.1038/s41409-023-02088-z","title":"HCT frailty scale for younger and older adults undergoing allogeneic hematopoietic cell transplantation","year":2023,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hematopoietic stem cell transplantation; Hematopoietic cell; Transplantation; Internal medicine; Prospective cohort study; Activities of daily living; Young adult; Grip strength; Gerontology; Haematopoiesis; Surgery; Stem cell; Physical therapy","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":[0.0006373282,0.000608102,0.000768884,0.001905788,0.0006960568,0.0007384307,0.0005350592,0.0005274658,0.003539294],"category_scores_gemma":[0.002553119,0.0001541673,0.001575605,0.001008974,0.0002765209,0.000590747,0.001459514,0.0009389199,0.0003597528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007940942,"about_ca_system_score_gemma":0.0004961404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527778,"about_ca_topic_score_gemma":0.03354982,"domain_scores_codex":[0.999691,0.00003620733,0.00007673826,0.00002766331,0.00009383303,0.00007457016],"domain_scores_gemma":[0.9987372,0.00009014528,0.000556446,0.00002771869,0.0002368023,0.0003517019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004727936,0.000149367,0.9891556,0.00009965218,0.0004194387,0.0001217174,0.0001452282,0.000254489,0.0001426521,0.00008333949,0.001718456,0.007237316],"study_design_scores_gemma":[0.00003873494,0.0002262001,0.9980843,0.00004464091,0.00009940488,0.0001261161,0.0002281323,0.0003047082,0.00003235043,0.00007961686,0.0007256478,0.00001021793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865229,0.00139791,0.0002925868,0.0003221833,0.0001242447,0.0002481949,0.004383168,0.00002643648,0.006682449],"genre_scores_gemma":[0.9933154,0.000535448,0.0003650474,0.0001798168,0.00006856872,0.0001431935,0.003714179,0.000004363186,0.001673994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527778,"threshold_uncertainty_score":0.03037769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153802571534135,"score_gpt":0.2585117920449886,"score_spread":0.2431315348915751,"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."}}