{"id":"W2104655786","doi":"10.1161/circulationaha.108.841437","title":"Frail Patients Are at Increased Risk for Mortality and Prolonged Institutional Care After Cardiac Surgery","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":678,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Hazard ratio; Risk factor; Cardiac surgery; Logistic regression; Internal medicine; Adverse effect; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003595926,0.0002408524,0.0003396078,0.0004715354,0.0004011331,0.0004448199,0.0001743777,0.0003303479,0.002228849],"category_scores_gemma":[0.002593713,0.00009749844,0.0002208667,0.0005478953,0.0002659918,0.0002562125,0.0004207719,0.0005750997,0.0002209434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129024,"about_ca_system_score_gemma":0.0002836128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588392,"about_ca_topic_score_gemma":0.002885565,"domain_scores_codex":[0.9998368,0.00004278995,0.00001618236,0.00002118066,0.00004193927,0.00004097979],"domain_scores_gemma":[0.9989248,0.0001447666,0.0006137079,0.00003046211,0.00007298955,0.0002132588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001379363,0.00005647641,0.987179,0.00004962891,0.00006503428,0.0001851453,0.0001052034,0.00006625589,0.0002701615,0.00005412395,0.000769412,0.01106171],"study_design_scores_gemma":[0.000006287674,0.00008170537,0.9988229,0.00003306501,0.0000251801,0.0004038359,0.00007193893,0.00007696766,0.00003115334,0.0001111487,0.000331802,0.000003961342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953427,0.002565003,0.0001820811,0.0005062203,0.00002728276,0.00001132251,0.0003101513,0.000007246088,0.001048027],"genre_scores_gemma":[0.998004,0.001132049,0.0001513816,0.00014617,0.00007787642,0.00001121535,0.0003038787,0.000001215496,0.0001721556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228849,"threshold_uncertainty_score":0.007456243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045572186271179,"score_gpt":0.2614553787455928,"score_spread":0.240999656882881,"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."}}