{"id":"W4382794171","doi":"10.1016/j.cger.2023.05.008","title":"Developing a Geriatric Emergency Department","year":2023,"lang":"en","type":"review","venue":"Clinics in Geriatric Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Medicine; Emergency department; Accreditation; Workflow; Geriatrics; Nursing; Geriatric care; Gerontology; Medical emergency; Medical education; Psychiatry; Management","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":[0.00287431,0.001041029,0.001597762,0.003268768,0.0007180523,0.002815274,0.001290133,0.001994702,0.009068203],"category_scores_gemma":[0.0117473,0.0006136654,0.001924851,0.003064584,0.0007203258,0.002349537,0.002070562,0.002612485,0.0008107932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192333,"about_ca_system_score_gemma":0.01491056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039371,"about_ca_topic_score_gemma":0.03251423,"domain_scores_codex":[0.9982121,0.0006913446,0.0004037152,0.0002177818,0.0002903208,0.0001846729],"domain_scores_gemma":[0.9947842,0.002561384,0.00119036,0.00006360846,0.0008675986,0.0005329025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001976176,0.0002484471,0.005989559,0.1615219,0.0008152206,0.0004619678,0.0003918521,0.0002320453,0.0002513513,0.003640732,0.04124348,0.7850058],"study_design_scores_gemma":[0.0006842344,0.0004229236,0.02295968,0.4425645,0.005243442,0.00263169,0.002111146,0.0001758253,0.000346149,0.001624421,0.5211383,0.00009773633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004026438,0.997272,0.0000629032,0.0009211201,0.0003530768,0.00003399926,0.00002630117,0.000003159144,0.0009248183],"genre_scores_gemma":[0.003418305,0.9939149,0.0004718862,0.001600053,0.000257107,0.0000463679,0.00005423015,0.00000197767,0.0002352507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01039371,"threshold_uncertainty_score":0.03033614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663614922971011,"score_gpt":0.4605194099565039,"score_spread":0.2941579176594027,"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."}}