{"id":"W2125713263","doi":"10.1111/ggi.12269","title":"Incidence and risk factors for impaired mobility in older cardiac surgery patients during the early postoperative period","year":2014,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Heart failure; Cardiac surgery; COPD; Coronary artery disease; Logistic regression; Retrospective cohort study; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001201364,0.000499811,0.0009220788,0.0006130114,0.000329471,0.0001382589,0.0004602418,0.0004794112,0.0001137364],"category_scores_gemma":[0.003765619,0.0004148949,0.0002832601,0.0002388531,0.0004177331,0.0004192269,0.0003057174,0.0005634927,0.000006708245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560778,"about_ca_system_score_gemma":0.0001505327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602575,"about_ca_topic_score_gemma":0.001139379,"domain_scores_codex":[0.9963136,0.0003755773,0.001095723,0.00102566,0.0005490229,0.0006404134],"domain_scores_gemma":[0.9956334,0.00216269,0.0006187747,0.0004469003,0.0009226403,0.0002155666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006481506,0.0003019724,0.9893669,0.00004440159,0.0003984534,0.00001125875,0.003574994,0.00001416638,0.00008741544,0.0005893764,0.0007609882,0.004201865],"study_design_scores_gemma":[0.002860642,0.0002689283,0.9916142,0.00002608461,0.0001536149,0.0000848816,0.0004696929,0.001236922,0.00006867465,0.0004066147,0.002436843,0.0003729126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987828,0.0006676377,0.0009242756,0.004417567,0.004172387,0.00122064,0.0004542224,0.00006663526,0.0002486242],"genre_scores_gemma":[0.9963327,0.0009900356,0.0008880487,0.0002647306,0.0004790923,0.0002118809,0.0003467103,0.00004529331,0.0004414911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008504706,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491188483081614,"score_gpt":0.2732924467572482,"score_spread":0.2583805619264321,"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."}}