{"id":"W4390083943","doi":"10.1093/geroni/igad104.2930","title":"GERIATRIC RENAL TRANSPLANT CO-MANAGEMENT: EVALUATION OF FRAIL OLDER ADULTS FOR TRANSPLANT ELIGIBILITY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Activities of daily living; Psychological intervention; Montreal Cognitive Assessment; Gerontology; Transplantation; Internal medicine; Physical therapy; Dementia; Disease; 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":[0.0007463795,0.0002707488,0.0003724026,0.001003147,0.0006593318,0.0005424457,0.0002275045,0.0003556116,0.001953184],"category_scores_gemma":[0.001597032,0.0001295146,0.0004114857,0.0005990949,0.0001896463,0.0004730194,0.0005798955,0.00047282,0.000240441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028476,"about_ca_system_score_gemma":0.0004520572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257638,"about_ca_topic_score_gemma":0.008784683,"domain_scores_codex":[0.9997233,0.00008686059,0.0000516728,0.00002265008,0.00005133447,0.0000641853],"domain_scores_gemma":[0.9991589,0.00006585345,0.000309374,0.00001529265,0.0001277906,0.0003228687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000685215,0.0000434191,0.9973921,0.00001203931,0.000009619814,0.0002647816,0.0001360219,0.00002596815,0.000107441,0.000005830852,0.0001674668,0.001766832],"study_design_scores_gemma":[0.000007750316,0.0002615502,0.9980047,0.00002088263,0.00001149395,0.000626901,0.0005685249,0.0002040824,0.00007225767,0.00001898713,0.00019875,0.00000406426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986655,0.0003508476,0.00004614438,0.0001141913,0.000006463299,0.00003036192,0.0001080681,0.000002995843,0.0006756656],"genre_scores_gemma":[0.9994475,0.0001359364,0.0001044838,0.00004980924,0.00001273382,0.00001687607,0.00009851326,5.831415e-7,0.000133391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004257638,"threshold_uncertainty_score":0.008465707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06711490618711859,"score_gpt":0.4299199979821386,"score_spread":0.3628050917950201,"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."}}