{"id":"W4285044607","doi":"10.1186/s12877-022-03251-9","title":"Resilience is associated with frailty and older age in hospitalised patients","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute; Fondazione IRCCS Policlinico San Matteo","keywords":"Medicine; Interquartile range; Marital status; Comorbidity; Gerontology; Internal medicine; Socioeconomic status; Cohort; Physical therapy; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087002,0.0001482137,0.0002566166,0.0001624087,0.0001049803,0.00002123233,0.0001150183,0.00006491102,0.0001753177],"category_scores_gemma":[0.0004634152,0.0001370729,0.00003361814,0.0007949971,0.00005404957,0.00007725303,0.0001442745,0.0002725617,0.000005369896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126367,"about_ca_system_score_gemma":0.0001230206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034206,"about_ca_topic_score_gemma":0.0001434859,"domain_scores_codex":[0.9984645,0.00008017613,0.0002436889,0.0003551407,0.0005656157,0.0002908552],"domain_scores_gemma":[0.9992855,0.0001235805,0.0001186703,0.0002837592,0.00007972043,0.0001087433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248399,0.0003827581,0.9906429,0.0000422533,0.00001365098,0.00010034,0.001789724,0.00003049344,0.0000349808,0.000009795468,0.006199394,0.0006288516],"study_design_scores_gemma":[0.005476803,0.0005752211,0.9922203,0.00003713366,0.00004014423,0.000007373792,0.0002808223,0.0001768837,0.00004393113,0.0000411192,0.0009208681,0.0001793565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979303,0.0001520757,0.0000358714,0.0002614004,0.0001476742,0.0006222941,0.00005892176,0.00005270413,0.00073876],"genre_scores_gemma":[0.9967929,0.00001437161,0.0006707502,0.0005834766,0.00002642558,0.00006138952,0.00009589869,0.00002781428,0.001726963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005351963,"threshold_uncertainty_score":0.5589671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473319403092203,"score_gpt":0.2449522214855904,"score_spread":0.2302190274546684,"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."}}