{"id":"W2223389530","doi":"10.1159/000381166","title":"Comparison and Clinical Applications of the Frailty Phenotype and Frailty Index Approaches","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Conceptualization; Operationalization; Index (typography); Gerontology; Psychology; Medicine; Computer science; Artificial intelligence; World Wide Web; Epistemology; Philosophy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006541688,0.0003651485,0.002107599,0.000178457,0.0001034662,0.00001709879,0.0002799919,0.001021045,0.000009338358],"category_scores_gemma":[0.0001633085,0.0002529433,0.0001815963,0.0002813352,0.0008622644,0.00005261018,0.001396883,0.001226204,0.000002002065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007740931,"about_ca_system_score_gemma":0.0002429526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002100637,"about_ca_topic_score_gemma":0.0003461595,"domain_scores_codex":[0.9973869,0.0003061598,0.001257229,0.0006169282,0.0001761818,0.0002566045],"domain_scores_gemma":[0.9980788,0.0004829971,0.0005397555,0.0006601756,0.00007925968,0.0001590662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005385127,0.000252762,0.05770489,0.005068107,0.0001229419,0.000007013638,0.0007816877,3.267716e-7,1.46231e-8,0.0006036676,0.0006464822,0.9347582],"study_design_scores_gemma":[0.001966769,0.0006885735,0.09493397,0.002609108,0.00185701,0.0004562653,0.0007000475,0.0003691561,2.032567e-7,0.006542507,0.889326,0.0005503754],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002777771,0.9918299,0.0004336259,0.0008873357,0.0004853184,0.001451576,0.00004392848,0.00002030968,0.002070291],"genre_scores_gemma":[0.01078742,0.9860631,0.001328173,0.00005248838,0.0005358233,0.0001535629,0.00006348765,0.00004009724,0.00097583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9342079,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307019280628621,"score_gpt":0.4626365312592274,"score_spread":0.2319346031963652,"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."}}