{"id":"W7118079682","doi":"10.1093/geroni/igaf122.597","title":"Bluestone’s Emergency Department Early Response Program: Promoting High-Quality and Safe Transitions","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Emergency department; Dementia; Health care; Delirium; Community hospital; Respite care; Assisted living","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":[0.004310378,0.0003109575,0.000214034,0.0005484823,0.002096821,0.001423449,0.001655911,0.001046761,0.01328031],"category_scores_gemma":[0.01048368,0.0002622103,0.000471583,0.0003515256,0.0005733354,0.001370573,0.005462929,0.002365768,0.001553679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084356,"about_ca_system_score_gemma":0.01036883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495402,"about_ca_topic_score_gemma":0.0164733,"domain_scores_codex":[0.9974596,0.001284335,0.00008234131,0.0001796401,0.0004596935,0.0005345218],"domain_scores_gemma":[0.9892263,0.001799283,0.0004947293,0.0003996555,0.0009663905,0.007113705],"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":[0.0005746573,0.01435846,0.03120287,0.001444703,0.00006115028,0.0007833838,0.00968705,0.0008541091,0.003621865,0.002138824,0.2112638,0.7240092],"study_design_scores_gemma":[0.003160687,0.0147799,0.3742151,0.005846818,0.0002694613,0.001714744,0.04871221,0.008048511,0.008322276,0.008198234,0.5263708,0.0003613179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7933991,0.001144436,0.01517621,0.1098828,0.001553882,0.0050176,0.0008261547,0.003027715,0.06997209],"genre_scores_gemma":[0.8497633,0.001708521,0.09019213,0.02500443,0.0005123247,0.005024747,0.0008557197,0.000194991,0.02674378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328031,"threshold_uncertainty_score":0.04442704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309508777651102,"score_gpt":0.3786018388965526,"score_spread":0.3455067511200416,"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."}}