{"id":"W4303982242","doi":"10.3390/surgeries3040031","title":"Preoperative Nutritional Optimization and Physical Exercise for Patients Scheduled for Elective Implantation for a Left-Ventricular Assist Device—The PROPER-LVAD Study","year":2022,"lang":"en","type":"article","venue":"Surgeries","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Clinical Evaluation Research Unit; Queen's University","funders":"","keywords":"Prehabilitation; Medicine; Ventricular assist device; Quality of life (healthcare); Adverse effect; Clinical endpoint; Randomized controlled trial; Physical therapy; Destination therapy; Clinical trial; Heart failure; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322646,0.0008914511,0.00161929,0.0002672593,0.0004376193,0.000702947,0.0004975544,0.0009631127,0.002456648],"category_scores_gemma":[0.001418213,0.0004397153,0.0016172,0.0003262423,0.0006141344,0.0005271301,0.0005570743,0.001424966,0.0002674056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351948,"about_ca_system_score_gemma":0.001361137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132366,"about_ca_topic_score_gemma":0.001886985,"domain_scores_codex":[0.9994441,0.0002975454,0.00006221545,0.00007694051,0.00004712411,0.0000720687],"domain_scores_gemma":[0.9987237,0.000252005,0.0002535735,0.0001424023,0.0000651412,0.0005631233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8430025,0.05634952,0.06638772,0.0008770822,0.0037144,0.00010327,0.0001517885,0.000444209,0.002881439,0.0001398684,0.0008013931,0.02514675],"study_design_scores_gemma":[0.4567347,0.346714,0.1901236,0.0001348224,0.003055184,0.0001164643,0.0001984896,0.0008466505,0.0006184131,0.0001769783,0.001229614,0.00005117849],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975471,0.001124609,0.0001213632,0.0002137332,0.00006433697,0.0003801488,0.0002197467,0.000005721537,0.0003233735],"genre_scores_gemma":[0.9958141,0.001047045,0.0005896509,0.0004109184,0.0002499928,0.0008605942,0.0006176976,0.000003534897,0.0004064042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456648,"threshold_uncertainty_score":0.008218288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404818684186474,"score_gpt":0.2810982787004087,"score_spread":0.2670500918585439,"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."}}