{"id":"W3122984828","doi":"10.1136/bmjopen-2020-037240","title":"Randomised controlled trial protocol for the PROTECT-CS Study: PROTein to Enhance outComes of (pre)frail paTients undergoing Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Research Manitoba; Dalhousie University; St. Boniface Hospital; University of Manitoba","funders":"Pfizer Canada; Institut de Cardiologie de Montréal; Pfizer","keywords":"Medicine; Protocol (science); Cardiac surgery; Randomized controlled trial; Surgery; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02209308,0.007585784,0.01604476,0.001901241,0.002270542,0.005190479,0.003905847,0.01056277,0.08417114],"category_scores_gemma":[0.03640493,0.002356888,0.004812872,0.002549857,0.004128493,0.004658301,0.001733781,0.008824946,0.01222365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003069639,"about_ca_system_score_gemma":0.008103459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546409,"about_ca_topic_score_gemma":0.003422689,"domain_scores_codex":[0.9811452,0.01214324,0.001665077,0.001863672,0.001556218,0.001626636],"domain_scores_gemma":[0.9870334,0.004541935,0.002976989,0.001766394,0.001789767,0.001891514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9678605,0.002670259,0.0002376357,0.009829079,0.00150207,0.0000920931,0.0001399304,0.0003758665,0.0005984383,0.001881908,0.008464247,0.006347952],"study_design_scores_gemma":[0.9823652,0.006973825,0.0003459099,0.001045308,0.0005002136,0.00002371429,0.00002902531,0.0007753085,0.0002018396,0.001216427,0.006482086,0.00004123554],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01048391,0.001684626,0.003084108,0.0009523752,0.002997263,0.9738327,0.003802688,0.0004391318,0.00272334],"genre_scores_gemma":[0.008078573,0.0004226389,0.003215025,0.0005411176,0.0002197208,0.9851597,0.0003810019,0.00002135044,0.001960967],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08417114,"threshold_uncertainty_score":0.2815805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876952203748659,"score_gpt":0.4080103762089287,"score_spread":0.3492408541714421,"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."}}