{"id":"W4389234360","doi":"10.1182/blood-2023-188796","title":"Slow and Steady Wins the Race: Optimization of Older Adult Allogeneic Hematopoietic Cell Transplant (Allo-HCT) Candidates","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Physical therapy; Transplantation; Internal medicine","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":[0.0005459649,0.0002199817,0.0003097151,0.000215048,0.0003876424,0.0004559669,0.0002116979,0.0001854656,0.001478799],"category_scores_gemma":[0.001800628,0.00006450505,0.0003613745,0.0002011418,0.00008620642,0.0003204446,0.0004179888,0.0004851833,0.0002646834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320552,"about_ca_system_score_gemma":0.0007207065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196716,"about_ca_topic_score_gemma":0.003582166,"domain_scores_codex":[0.9997727,0.00008651939,0.0000220867,0.00002962837,0.00003358387,0.00005546955],"domain_scores_gemma":[0.9996131,0.00003167511,0.0001080853,0.000007102211,0.00002839303,0.0002116935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009067644,0.006430867,0.5946537,0.0005603683,0.0002728489,0.0004911213,0.001182469,0.001502236,0.00307765,0.0004528228,0.007485222,0.374823],"study_design_scores_gemma":[0.0006446439,0.02357821,0.9556035,0.0004400213,0.0003539584,0.0005291072,0.002063858,0.004045494,0.001443626,0.0008489806,0.0104094,0.00003917676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947211,0.001445279,0.0004959414,0.001045712,0.00007605428,0.0001132744,0.0001365955,0.00002372609,0.001942502],"genre_scores_gemma":[0.9974983,0.000646569,0.0007633605,0.0003431018,0.00006348119,0.0001097603,0.0001502605,0.000003880363,0.000421305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001478799,"threshold_uncertainty_score":0.004947066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008534139856408184,"score_gpt":0.2297242531883469,"score_spread":0.2211901133319387,"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."}}