{"id":"W2124591867","doi":"10.1016/j.eurger.2015.06.001","title":"Resilience and frailty: Further steps, best taken together","year":2015,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Resilience (materials science); Gerontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200305,0.000298118,0.0004773837,0.0002115195,0.00005851002,0.00001932953,0.0002237978,0.00006969892,0.0006284336],"category_scores_gemma":[0.001422487,0.0002165958,0.00004295784,0.0004759106,0.0003501325,0.0001057171,0.0001458585,0.0003310096,0.001040936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000644608,"about_ca_system_score_gemma":0.0001009425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001367301,"about_ca_topic_score_gemma":0.00001040219,"domain_scores_codex":[0.9976113,0.0002681168,0.0004922954,0.0005421042,0.0006727299,0.0004133968],"domain_scores_gemma":[0.9980533,0.0001211861,0.0001517663,0.0007135686,0.0002098178,0.0007503268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009221489,0.0004754512,0.07616731,0.0003871566,0.0002418361,0.002999012,0.02470256,0.00001671182,0.008036023,0.000259585,0.5380484,0.3477438],"study_design_scores_gemma":[0.01474276,0.003829653,0.1017589,0.0007224937,0.0004835018,0.001270138,0.004986902,0.0001672973,0.000222458,0.0001880935,0.8709664,0.0006612982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5889623,0.009937812,0.0009607116,0.02329723,0.001243875,0.0009150274,0.000009782329,0.0003284217,0.3743449],"genre_scores_gemma":[0.9173988,0.0004672163,0.002374721,0.003449107,0.00317462,0.000008523799,0.00003019335,0.0001396386,0.07295723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470825,"threshold_uncertainty_score":0.9997368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980069864757261,"score_gpt":0.2929988383163105,"score_spread":0.2431981396687379,"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."}}