{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001619179,0.0001091518,0.0002130842,0.00006280949,0.0001346582,0.0000128663,0.00001973391,0.0001423095,0.00003426599],"category_scores_gemma":[0.0007812427,0.0001054347,0.0001021374,0.0000642231,0.0000822129,0.0001129223,0.00002023065,0.0001324219,0.000008813858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115427,"about_ca_system_score_gemma":0.00007980403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305181,"about_ca_topic_score_gemma":0.0003570339,"domain_scores_codex":[0.9991514,0.0000367726,0.0001899875,0.0002523102,0.0002296992,0.0001398458],"domain_scores_gemma":[0.99913,0.0001215581,0.0001105584,0.0002306372,0.0002984066,0.0001088374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337974,0.00004131604,0.9955453,0.0001771953,0.00004380815,0.000002126316,0.0002825824,0.000003543435,0.0005463082,0.000005428064,0.0002986661,0.002919977],"study_design_scores_gemma":[0.0008359927,0.00001424852,0.99681,0.00004820809,0.0001474785,0.000002281698,0.00001884253,0.0002010823,0.0003334126,0.00003972644,0.00143863,0.0001101411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997642,0.0001374127,0.00006352457,0.00007127989,0.0005333048,0.0009220359,0.0005019662,0.00004546259,0.00008303431],"genre_scores_gemma":[0.9978176,0.000004288825,0.0001607061,0.00008208823,0.0002586595,0.0001966858,0.001455223,0.00001478046,0.000009928518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002809836,"threshold_uncertainty_score":0.4299503,"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."}}