{"id":"W2303915901","doi":"10.1111/jgs.13886","title":"Predicting Long‐Term Mortality of Older Adults After Acute Care Discharge: Results From the Geriatric Emergency Department Elderly populatioN Cohort Study","year":2016,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Acute care; Population; Adverse effect; Geriatrics; Psychological intervention; Cohort; Cohort study; Health care; Internal medicine; Psychiatry","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":[0.00219645,0.0004265802,0.0005949716,0.0007914007,0.000444716,0.0007468709,0.0006515668,0.0006601703,0.0009509583],"category_scores_gemma":[0.005565112,0.000404526,0.0008110892,0.001167443,0.000156048,0.0006862388,0.0007160751,0.0008630863,0.0002824625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360946,"about_ca_system_score_gemma":0.0004282115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004737289,"about_ca_topic_score_gemma":0.00941947,"domain_scores_codex":[0.9993882,0.0001850937,0.0001091323,0.0001033222,0.00014877,0.00006542506],"domain_scores_gemma":[0.997521,0.000524724,0.0007239985,0.0002568949,0.000532263,0.0004412264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002596381,0.00008878343,0.9979042,0.00002116195,0.0001289844,0.00008165622,0.00009025582,0.00001421027,0.00006956547,0.000005520825,0.0003227633,0.001013226],"study_design_scores_gemma":[0.00005745357,0.0001717168,0.9989436,0.00001574321,0.000093718,0.0001133736,0.0001982586,0.0001060893,0.00002617671,0.000008565934,0.0002587978,0.000006546918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974391,0.0004583461,0.00007862591,0.0001834819,0.00003421667,0.00006200626,0.001462574,0.000003702526,0.0002778904],"genre_scores_gemma":[0.9967458,0.0003708562,0.0002302207,0.0002760446,0.00009090822,0.00008946707,0.001909161,0.000003442222,0.0002841387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004737289,"threshold_uncertainty_score":0.01161605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009150276494351305,"score_gpt":0.2844633443851698,"score_spread":0.2753130678908185,"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."}}