{"id":"W3049491877","doi":"10.1016/j.jtcvs.2020.08.037","title":"Commentary: The high cost of low output","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"Pfizer Canada; Mallinckrodt Pharmaceuticals","keywords":"Medicine; Perioperative; Inotrope; Intensive care medicine; Cardiac surgery; Cardiac output; Complication; Circulatory system; Hemodynamics; Cardiology; Surgery; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003899908,0.00100198,0.001888155,0.001045625,0.005235987,0.00565618,0.002583247,0.1070819,0.01595093],"category_scores_gemma":[0.04310183,0.001042085,0.001603203,0.001323251,0.00365466,0.003995708,0.002436811,0.06013339,0.01022932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006014786,"about_ca_system_score_gemma":0.008643712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008025869,"about_ca_topic_score_gemma":0.01133387,"domain_scores_codex":[0.9958747,0.001087737,0.0005032144,0.000504438,0.001310032,0.0007198608],"domain_scores_gemma":[0.9790999,0.01229057,0.001583935,0.0004514454,0.003182609,0.003391374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004105748,0.000009794611,0.0003288057,0.00004503536,0.00001456442,0.001212929,0.0000798288,0.00004516633,0.00007365144,0.001684355,0.9937084,0.002756406],"study_design_scores_gemma":[0.0001879706,0.00006276832,0.001448797,0.0007450647,0.00007565286,0.00277091,0.0005383723,0.0004626364,0.0002078214,0.009258386,0.9841442,0.00009748923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001779605,0.0005005602,0.00003391677,0.9745817,0.02279685,0.000005055105,0.00004263771,0.00001007797,0.00185117],"genre_scores_gemma":[0.002441805,0.000549101,0.00009288447,0.927403,0.06560931,0.00002148787,0.00002529941,0.00001892337,0.003838194],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1070819,"threshold_uncertainty_score":0.05336112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416849750183793,"score_gpt":0.268968357006695,"score_spread":0.244799859504857,"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."}}