{"id":"W3009502260","doi":"10.1111/acem.13953","title":"Inter‐rater Reliability of Clinical Frailty Scores for Older Patients in the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Emergency department; Medicine; Geriatrics; Gerontology; Vulnerability (computing); Geriatric Depression Scale; Depression (economics); Anxiety; 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":[0.02434713,0.0005627279,0.001042068,0.002509615,0.0006605526,0.000979913,0.0008160061,0.0006652736,0.001468777],"category_scores_gemma":[0.06983534,0.0003212518,0.001393019,0.001297973,0.0006614389,0.0009252853,0.001679344,0.0009654744,0.0007682072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006815841,"about_ca_system_score_gemma":0.0007762086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273847,"about_ca_topic_score_gemma":0.004069082,"domain_scores_codex":[0.9867352,0.004688391,0.002998918,0.001803681,0.003343479,0.0004303376],"domain_scores_gemma":[0.9601233,0.01660909,0.00761224,0.003395552,0.01128686,0.0009729748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006027116,0.0001152791,0.9761938,0.0001356364,0.0006199701,0.00005499941,0.001150956,0.0003804693,0.0003982651,0.0001903262,0.002572623,0.01758507],"study_design_scores_gemma":[0.00008467439,0.0004304568,0.9937011,0.00008885977,0.0001519202,0.0002415641,0.0004821492,0.002372313,0.0003494475,0.0003628203,0.001702185,0.0000326579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842587,0.002032509,0.00473282,0.0002279524,0.0003750697,0.0006955201,0.002099161,0.00008041592,0.005497843],"genre_scores_gemma":[0.9952573,0.0002899341,0.002130179,0.00008324206,0.0000921418,0.0004050668,0.001356004,0.00002182249,0.0003642107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434713,"threshold_uncertainty_score":0.1287615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120853033700861,"score_gpt":0.4230350481569238,"score_spread":0.3109497447868378,"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."}}