{"id":"W2012217303","doi":"10.5770/cgj.17.108","title":"Emergency Department Utilization by Older Adults: a Descriptive Study","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dartmouth College; Dalhousie Medical Research Foundation","keywords":"Medicine; Emergency department; Psychological intervention; Descriptive statistics; Medical diagnosis; Population; Triage; Health care; Retrospective cohort study; Gerontology; Emergency medicine; Pediatrics; Family medicine; Nursing; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001231609,0.0001746121,0.0004051586,0.002079103,0.0003325742,0.0005456596,0.0003367075,0.000282567,0.0007970858],"category_scores_gemma":[0.002846593,0.0002435898,0.0003948334,0.00229973,0.0002559693,0.0006566177,0.0005444449,0.0003412074,0.0001341615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007357173,"about_ca_system_score_gemma":0.0005866032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635815,"about_ca_topic_score_gemma":0.01958641,"domain_scores_codex":[0.9991311,0.0001767542,0.0002328752,0.0001272443,0.0002151329,0.0001169743],"domain_scores_gemma":[0.9976766,0.0005173964,0.001120946,0.00009526306,0.0003248263,0.0002650043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000272093,0.00003015854,0.9990801,0.00001395852,0.00001856885,0.00003546908,0.0001337714,0.00001059156,0.00002509152,0.000007811596,0.0000798269,0.0005375413],"study_design_scores_gemma":[0.000004409119,0.00008590232,0.9987974,0.00001292896,0.00001327921,0.000215953,0.0006073008,0.00007660206,0.00001952201,0.000006725528,0.0001566584,0.00000318681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985061,0.0002206452,0.00004711478,0.00003035392,0.00000178462,0.00002677424,0.0009149895,0.000002281276,0.0002498474],"genre_scores_gemma":[0.9986317,0.0002413249,0.00009758936,0.0000475219,0.00000732122,0.0000338606,0.0008790509,0.000001438549,0.0000602054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9836419,"threshold_uncertainty_score":0.03252584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877004262580876,"score_gpt":0.2670793170197175,"score_spread":0.2483092743939087,"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."}}