{"id":"W2919871329","doi":"10.1213/ane.0000000000004085","title":"Association of Preoperative Frailty With Intraoperative Hemodynamic Instability and Postoperative Mortality","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Hemodynamics; Perioperative; Hematocrit; Confounding; Blood pressure; Mean arterial pressure; Body mass index; Blood product; Anesthesia; Internal medicine; Cardiology; Surgery; Heart rate","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003902963,0.0002847621,0.0006696599,0.00008780208,0.00007203446,0.00002957091,0.00009421213,0.0001748529,0.0002355843],"category_scores_gemma":[0.0001066271,0.0002139046,0.00007339178,0.0003199453,0.000185693,0.0003205656,0.00002470375,0.0003141055,0.00002855422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569928,"about_ca_system_score_gemma":0.0002470552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000445147,"about_ca_topic_score_gemma":0.0004794454,"domain_scores_codex":[0.9981016,0.000218528,0.0003912934,0.0005084788,0.0004967659,0.0002833707],"domain_scores_gemma":[0.9984612,0.0001681677,0.0002161985,0.0004493018,0.0005687251,0.0001363785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003254864,0.0002269488,0.9901449,0.0001233435,0.000360152,0.00004695891,0.003469473,0.00003543798,0.003873486,0.0008230789,0.0001202476,0.0004504817],"study_design_scores_gemma":[0.001873673,0.001414116,0.985533,0.000152638,0.0002103733,0.0001518621,0.0009963143,0.001249838,0.007915871,0.00007244648,0.000188538,0.0002413389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992089,0.00009942435,0.00006621952,0.004612801,0.00001544661,0.001181927,0.00001104571,0.00004993261,0.001874183],"genre_scores_gemma":[0.9966742,0.0000342688,0.0008229736,0.0006922183,0.000021774,0.0000309359,0.00005465359,0.00002726276,0.001641651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004611915,"threshold_uncertainty_score":0.8722776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073891054593967,"score_gpt":0.2581957104064193,"score_spread":0.2474567998604796,"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."}}