{"id":"W2756744769","doi":"10.1111/jgs.15137","title":"Elder‐Friendly Emergency Department: Development and Validation of a Quality Assessment Tool","year":2017,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Medicine; Emergency department; Staffing; Prioritization; Geriatrics; Multidisciplinary approach; Quality management; Nursing; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.054493,0.0005920607,0.0005259231,0.002571646,0.0009053611,0.001429569,0.001519712,0.0006500568,0.0008513677],"category_scores_gemma":[0.06414717,0.0003042844,0.000903035,0.001937814,0.0008680956,0.00130683,0.001571929,0.0008381858,0.0002211777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006373374,"about_ca_system_score_gemma":0.0215846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05411868,"about_ca_topic_score_gemma":0.08220083,"domain_scores_codex":[0.9819555,0.007786796,0.002853158,0.0007547064,0.005938958,0.0007109225],"domain_scores_gemma":[0.9291114,0.01557857,0.006275513,0.002890036,0.04358241,0.002562054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005833608,0.001595806,0.7841551,0.0005693286,0.0002330931,0.00008742126,0.002192222,0.001231857,0.002377755,0.0005182108,0.003890033,0.2025658],"study_design_scores_gemma":[0.0002931478,0.001656212,0.981325,0.0005108811,0.0001203231,0.000128205,0.001486915,0.005832312,0.001941728,0.0002238286,0.006433722,0.00004759491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396544,0.0008678318,0.03428005,0.001092723,0.0001445786,0.01647458,0.002567939,0.0002496023,0.004668202],"genre_scores_gemma":[0.8438507,0.0004525628,0.1406025,0.0004471575,0.00005017609,0.01031461,0.003475558,0.00004400165,0.0007625594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.054493,"threshold_uncertainty_score":0.2881899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054707169236083,"score_gpt":0.3582871522270519,"score_spread":0.3277400805346911,"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."}}