{"id":"W3091686133","doi":"10.1097/pcc.0000000000002524","title":"Shock Index, Coronary Perfusion Pressure, and Rate Pressure Product As Predictors of Adverse Outcome After Pediatric Cardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Blood pressure; Cardiology; Internal medicine; Coronary perfusion pressure; Odds ratio; Central venous pressure; Cardiac index; Shock (circulatory); Cardiopulmonary resuscitation; Heart rate; Anesthesia; Resuscitation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000628177,0.0004533799,0.001338719,0.0002966471,0.00009106049,0.000007198566,0.0001422657,0.0002560086,0.0003698148],"category_scores_gemma":[0.003611744,0.0003565165,0.000241608,0.000648703,0.0002971989,0.0001311037,0.0001456997,0.0006764645,0.0000148899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003159541,"about_ca_system_score_gemma":0.0002903374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140939,"about_ca_topic_score_gemma":8.075918e-7,"domain_scores_codex":[0.9963943,0.0002642761,0.0009452768,0.0008340495,0.001000403,0.0005617407],"domain_scores_gemma":[0.9968375,0.001045015,0.0001366718,0.0005032898,0.0005453133,0.000932242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068824,0.00009900893,0.9881514,0.00580352,0.00008270964,0.0002242387,0.001615847,0.000006124568,0.000139729,0.0000164275,0.001517596,0.001274617],"study_design_scores_gemma":[0.001769223,0.001295036,0.9834113,0.0001025668,0.005857428,0.00005000865,0.0009896231,0.0001691626,0.0001141715,0.00002148608,0.005771721,0.0004483149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316151,0.06147528,0.00003845561,0.003608151,0.001832763,0.0008060387,0.0001404214,0.0001683581,0.0003154259],"genre_scores_gemma":[0.9867439,0.002762408,0.00005264087,0.0005036586,0.009492412,0.00006459302,0.00007624632,0.00007563416,0.0002284896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05871287,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672860956335578,"score_gpt":0.2889268743479108,"score_spread":0.272198264784555,"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."}}