{"id":"W4413005023","doi":"10.1177/30495334251361757","title":"Frailty in Patients With Acute Coronary Syndrome: Comparisons Among Three Frailty Screening Tools in Predicting In-Hospital Adverse Events","year":2025,"lang":"en","type":"article","venue":"Sage Open Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute coronary syndrome; Percutaneous coronary intervention; Observational study; Adverse effect; Population; Medical record; Internal medicine; Body mass index; Emergency medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004720325,0.0007006287,0.0007996114,0.001629357,0.0002964117,0.0009062898,0.0003391189,0.0005939671,0.0005088654],"category_scores_gemma":[0.01227252,0.0002314319,0.00114742,0.0006908334,0.0002929561,0.0008207592,0.0007951478,0.0006254388,0.000131131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042685,"about_ca_system_score_gemma":0.0003657889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807877,"about_ca_topic_score_gemma":0.002771142,"domain_scores_codex":[0.9984868,0.0007231813,0.0001852138,0.0001543204,0.0003117747,0.0001388079],"domain_scores_gemma":[0.9934772,0.002892266,0.001939753,0.0001979397,0.0005588695,0.0009339095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000694938,0.00007295126,0.9967406,0.00001313247,0.000187703,0.000009892653,0.00004408489,0.0001053195,0.00004197261,0.000007925089,0.00002946859,0.002051971],"study_design_scores_gemma":[0.00009438591,0.001285105,0.9953352,0.00002588975,0.0001632492,0.0000770539,0.0001654437,0.002628397,0.0000745598,0.00005435635,0.00008350764,0.00001285554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992918,0.0002936602,0.0001069743,0.00003480051,0.00000879382,0.00001228952,0.00007601056,0.000002274857,0.0001733377],"genre_scores_gemma":[0.9995506,0.00008688867,0.0001398631,0.00001405748,0.00001332154,0.000009037884,0.0001516159,7.247721e-7,0.00003382818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004720325,"threshold_uncertainty_score":0.0249638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261710233955618,"score_gpt":0.2964398827569416,"score_spread":0.2738227804173854,"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."}}