{"id":"W2731535879","doi":"10.1093/geroni/igx004.1110","title":"RECOMMENDATIONS FOR THE MANAGEMENT OF OLDER PATIENTS VISITING EMERGENCY DEPARTMENT AND RISK OF DEATH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Emergency department; Geriatrics; Hazard ratio; Proportional hazards model; Intervention (counseling); Gerontology; Mortality rate; Emergency medicine; Internal medicine; Confidence interval; Nursing; 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":[0.001714684,0.0001841607,0.0002620704,0.0002746926,0.0002792131,0.0003302947,0.0003493278,0.0004948631,0.001102638],"category_scores_gemma":[0.009341022,0.0001155271,0.0003032647,0.0001807125,0.0001590194,0.0001976929,0.0002861985,0.0004771317,0.0001482558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614822,"about_ca_system_score_gemma":0.0009842957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412422,"about_ca_topic_score_gemma":0.004687379,"domain_scores_codex":[0.9989429,0.0006031314,0.000122869,0.00006291756,0.0001792975,0.00008885017],"domain_scores_gemma":[0.995006,0.001284484,0.002504176,0.0001497063,0.0002805233,0.0007751171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004032436,0.01126081,0.898553,0.0007859214,0.0003258953,0.0002239677,0.001463262,0.000358059,0.001102785,0.0001264216,0.001897619,0.07986978],"study_design_scores_gemma":[0.0004453216,0.007132023,0.9884672,0.0002200963,0.0001460805,0.0001718589,0.001152037,0.0003235278,0.0002076377,0.00004632754,0.001669759,0.00001820469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9979393,0.0006736927,0.00008361935,0.0004558455,0.00003225689,0.000113292,0.00009065254,0.000006766669,0.0006045494],"genre_scores_gemma":[0.9979037,0.0005069721,0.0009510232,0.0001515696,0.00003941092,0.0001025277,0.00009026973,9.671836e-7,0.0002535746],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002412422,"threshold_uncertainty_score":0.009068251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05156000597651163,"score_gpt":0.3975679987747687,"score_spread":0.3460079927982571,"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."}}