{"id":"W4282974773","doi":"10.1111/jgs.17929","title":"Geriatrics assessment in older adults referred for hematopoietic cell transplantation","year":2022,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Medicine; Transplantation; Hematopoietic cell; Referral; Population; Geriatrics; Hematopoietic stem cell transplantation; Gerontology; Adverse effect; Pediatrics; Internal medicine; Stem cell; Family medicine; Haematopoiesis; 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":[0.000810529,0.0003487889,0.0004138391,0.001202582,0.0007337396,0.0005678426,0.000341978,0.0005855843,0.001085079],"category_scores_gemma":[0.002407724,0.0001522181,0.0003858031,0.000764048,0.0002999782,0.0006119402,0.0008390644,0.0007557761,0.0002418352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009295121,"about_ca_system_score_gemma":0.0009857034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007504061,"about_ca_topic_score_gemma":0.01905825,"domain_scores_codex":[0.9995891,0.00009145072,0.0000859368,0.00004874828,0.00009693708,0.00008780416],"domain_scores_gemma":[0.9990122,0.00008505863,0.0004324951,0.00001555585,0.0001551931,0.0002993875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006743245,0.0001877937,0.9947878,0.00003223789,0.0000131363,0.0003674988,0.0003348797,0.0000264661,0.00008111372,0.00001510883,0.0005536758,0.003532881],"study_design_scores_gemma":[0.00002617515,0.0007383671,0.9962621,0.00009134239,0.00001766016,0.0008673228,0.00110462,0.0001667426,0.00004776353,0.00005142201,0.0006197289,0.000006760678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967359,0.001041703,0.00006687555,0.0004090359,0.0000380728,0.0001337726,0.0002413321,0.000006511153,0.001326895],"genre_scores_gemma":[0.9974343,0.001042856,0.0003072923,0.0003954828,0.00008129105,0.0001319388,0.0003869896,0.000001414392,0.0002183893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007504061,"threshold_uncertainty_score":0.01492077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333645334465743,"score_gpt":0.2846486374158226,"score_spread":0.2713121840711651,"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."}}