{"id":"W4311824877","doi":"10.1038/s41409-022-01892-3","title":"Impact of hematopoietic cell transplant frailty scale on transplant outcome in adults","year":2022,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Proportional hazards model; Hazard ratio; Scale (ratio); Cohort; Transplantation; Prospective cohort study; Activities of daily living; Hematopoietic cell; Hematopoietic stem cell transplantation; Gerontology; Internal medicine; Physical therapy; Confidence interval; Stem cell; Haematopoiesis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003566889,0.0003708494,0.000708083,0.0005071461,0.0001045765,0.000008834138,0.0001865549,0.000129373,0.0006919201],"category_scores_gemma":[0.000006487263,0.0003495608,0.0004041849,0.0005181122,0.00007178108,0.0001116022,0.00000849668,0.0006077559,0.0000275087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746021,"about_ca_system_score_gemma":0.0001491512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008942565,"about_ca_topic_score_gemma":0.0002818417,"domain_scores_codex":[0.9969645,0.0001761917,0.0009834843,0.000527223,0.000858712,0.0004898537],"domain_scores_gemma":[0.9989919,0.0001672638,0.0001897048,0.0004175397,0.00004744271,0.000186144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0217778,0.003616669,0.8472014,0.004692913,0.0001238692,0.002155462,0.03172747,0.005782769,0.08069055,0.0001012027,0.0003587738,0.001771101],"study_design_scores_gemma":[0.01978749,0.003954919,0.9461853,0.001367461,0.0004059952,0.001551004,0.0005041105,0.001152471,0.02427913,0.00009295889,0.00005698177,0.0006622066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938943,0.0001351063,0.000326925,0.0005171415,0.0002035449,0.00102172,0.001473647,0.00009267831,0.002334944],"genre_scores_gemma":[0.9976586,0.0001851176,0.0002531731,0.0001929223,0.00003132062,0.0001448472,0.001141185,0.0000617199,0.0003311072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09898385,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814314317865797,"score_gpt":0.2786763153929871,"score_spread":0.2605331722143291,"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."}}