{"id":"W1896686945","doi":"","title":"Frailty: Identifying elderly patients at high risk of poor outcomes.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Research Institute for Aging; Centre for Family Medicine","funders":"","keywords":"Medicine; Geriatrics; Psychological intervention; MEDLINE; Gerontology; Disease; Frailty syndrome; Health care; Psychiatry; Frailty Index","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00193891,0.0006385272,0.001756233,0.004624961,0.0003954807,0.001101062,0.0006633546,0.001492537,0.004549812],"category_scores_gemma":[0.008635201,0.0001941587,0.0009250274,0.004210965,0.0004573523,0.001641054,0.0008131132,0.0007771397,0.0006491189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007828907,"about_ca_system_score_gemma":0.003021201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005398129,"about_ca_topic_score_gemma":0.008563656,"domain_scores_codex":[0.9991191,0.0002632554,0.0002562598,0.00009420674,0.0002146893,0.0000524328],"domain_scores_gemma":[0.9955856,0.001996207,0.001669812,0.00004387836,0.0004665972,0.0002379187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008367465,0.0001810012,0.05509884,0.2738339,0.001463694,0.001519618,0.001048384,0.000343346,0.0005308797,0.002169757,0.1009743,0.5619996],"study_design_scores_gemma":[0.0006705224,0.0007586429,0.3059041,0.5228406,0.003682972,0.006930463,0.002255278,0.0006363454,0.0003926017,0.00499173,0.1507728,0.0001639468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009597753,0.9741044,0.0003700477,0.005647662,0.0007227343,0.0003030859,0.003726325,0.00002783493,0.005500239],"genre_scores_gemma":[0.1230825,0.8608587,0.003465767,0.004677785,0.001529899,0.001011679,0.003782984,0.000009745994,0.001581022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005398129,"threshold_uncertainty_score":0.01522058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.055139460103625,"score_gpt":0.2734913565346289,"score_spread":0.2183518964310039,"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."}}