{"id":"W2809943126","doi":"10.1016/j.cjca.2018.03.020","title":"“NEW” Prehabilitation: A 3-Way Approach to Improve Postoperative Survival and Health-Related Quality of Life in Cardiac Surgery Patients","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; Western University; University of Manitoba","funders":"National Institute on Aging; Servier; Pfizer Canada; Medtronic; National Institutes of Health; Novartis","keywords":"Prehabilitation; Medicine; Deconditioning; Perioperative; Quality of life (healthcare); Worry; Anxiety; Physical therapy; Population; Life expectancy; Mental health; Intensive care medicine; Surgery; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005750763,0.0003528276,0.00707396,0.0009486704,0.00008466926,0.00001021339,0.0001158158,0.0005047413,0.000005910208],"category_scores_gemma":[0.001982959,0.0002977386,0.0009568887,0.0005078116,0.0002235974,0.00006112839,0.00002142066,0.000736766,0.00000470081],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119517,"about_ca_system_score_gemma":0.03471279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01434212,"about_ca_topic_score_gemma":0.002143059,"domain_scores_codex":[0.9931301,0.002520736,0.002979216,0.0004159102,0.0002614688,0.0006926061],"domain_scores_gemma":[0.9933583,0.000767471,0.001191798,0.0003428261,0.0005575103,0.003782127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003735213,0.00003081794,0.2023421,0.03703937,0.0008157701,0.00002342256,0.002741532,0.000004807497,1.925296e-7,0.0001495888,0.03082274,0.7256561],"study_design_scores_gemma":[0.0015926,0.002317729,0.306889,0.006963674,0.0003404926,0.0001646718,0.0005118871,1.953887e-7,1.538167e-7,0.00002577754,0.6808023,0.0003915254],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01241373,0.9786567,0.00005435724,0.0005216853,0.003480512,0.002444132,0.0005144465,0.000003710283,0.001910731],"genre_scores_gemma":[0.07559973,0.9204524,0.0006730289,0.0005698094,0.002003096,0.00007643896,0.0004111506,0.00009901352,0.0001153987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7252646,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08533607537775958,"score_gpt":0.3719147092585626,"score_spread":0.286578633880803,"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."}}