{"id":"W2792754459","doi":"10.1016/j.annemergmed.2018.01.009","title":"How Older Adults Experience an Emergency Department Visit: Development and Validation of Measures","year":2018,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Institut Universitaire de Gériatrie de Montréal; Montreal Heart Institute; Institut universitaire en santé mentale de Montréal; St Mary's Hospital Centre; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Emergency department; Ambulatory; Telephone interview; Cohort; Family medicine; Logistic regression; Gerontology; Nursing","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":[0.02006436,0.0006833373,0.0009843141,0.001979778,0.001344554,0.001997113,0.001283979,0.001750437,0.001000246],"category_scores_gemma":[0.037386,0.0007873361,0.001976304,0.001459215,0.0007771787,0.00306755,0.002127421,0.001795341,0.0003033266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352283,"about_ca_system_score_gemma":0.002437362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115111,"about_ca_topic_score_gemma":0.01596211,"domain_scores_codex":[0.9927215,0.00279595,0.002119506,0.0006520659,0.001338209,0.0003727259],"domain_scores_gemma":[0.9723599,0.01066286,0.007380524,0.00158156,0.00706013,0.0009550683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002300168,0.0005957868,0.983991,0.0002231695,0.0003042025,0.00002437691,0.002780598,0.0001299162,0.0001883591,0.0001792439,0.0004848831,0.01086841],"study_design_scores_gemma":[0.00006686996,0.0007919348,0.993497,0.0001427249,0.0001542088,0.00007304156,0.002935167,0.0005500796,0.0002274462,0.0002141743,0.001323556,0.00002385206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937896,0.0006336039,0.001285045,0.0002381482,0.00004629517,0.001100104,0.0007158075,0.000009655309,0.002181668],"genre_scores_gemma":[0.9863617,0.0006366913,0.008156694,0.0002736833,0.00005379033,0.002084304,0.001781247,0.00001431868,0.0006376089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006436,"threshold_uncertainty_score":0.1061118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032049102902974,"score_gpt":0.3884688086221634,"score_spread":0.2852638983318659,"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."}}