{"id":"W3108380471","doi":"10.1186/s13741-020-00163-3","title":"The effect of adding goal-directed hemodynamic management for elective patients in an established enhanced recovery program for colorectal surgery: results of quasi-experimental pragmatic trial","year":2020,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Vanderbilt University Medical Center; Vanderbilt University; Edwards Lifesciences","keywords":"Hemodynamics; Colorectal surgery; Medicine; Surgery; Anesthesia; Abdominal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162984,0.00152143,0.002336888,0.0004011528,0.0006813568,0.001325458,0.001353903,0.002217402,0.004289972],"category_scores_gemma":[0.01948009,0.0005921922,0.00292493,0.0003797283,0.001934899,0.001832757,0.001145039,0.002255427,0.0004250388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544964,"about_ca_system_score_gemma":0.002552586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343586,"about_ca_topic_score_gemma":0.001215634,"domain_scores_codex":[0.9880621,0.009588337,0.0007022855,0.0007834314,0.0003475405,0.0005162407],"domain_scores_gemma":[0.9857911,0.007847633,0.002782612,0.001278474,0.0006355143,0.001664678],"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":[0.9266911,0.05633465,0.001721754,0.0006279212,0.001530951,0.00004752813,0.0001507479,0.0005585992,0.0006799387,0.000159134,0.0002124812,0.01128519],"study_design_scores_gemma":[0.6255097,0.3658796,0.005145712,0.00007666696,0.0009585591,0.00001587558,0.00007819019,0.0011932,0.0003975964,0.0003336921,0.0003791243,0.0000322232],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880945,0.0004939454,0.0008738054,0.000493129,0.0003427145,0.008598625,0.0002941788,0.00003754624,0.0007715377],"genre_scores_gemma":[0.9846163,0.0003081023,0.003393299,0.0004769243,0.0003300903,0.009943887,0.0003191203,0.00000931778,0.0006029353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162984,"threshold_uncertainty_score":0.0615052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116236034726329,"score_gpt":0.30529765965394,"score_spread":0.2941352993066766,"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."}}