{"id":"W3052549185","doi":"10.1371/journal.pone.0237503","title":"Effects of intraoperative hemodynamic management on postoperative acute kidney injury in liver transplantation: An observational cohort study","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Fondation du CHUM","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Intensive care unit; Confounding; Hemodynamics; Observational study; Liver transplantation; Anesthesia; Cohort study; Cohort; Transplantation; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001148174,0.0001570883,0.000386166,0.00008824765,0.00003722482,0.000008961539,0.00008313303,0.00004875855,0.00004076044],"category_scores_gemma":[0.00002468275,0.0001417305,0.0000304525,0.0002276549,0.00002928203,0.000103973,0.00001187237,0.0002037906,0.00001442031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008866452,"about_ca_system_score_gemma":0.00005511805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003340393,"about_ca_topic_score_gemma":0.00000254971,"domain_scores_codex":[0.9987118,0.0001273504,0.000254809,0.0003153358,0.0004550592,0.0001356376],"domain_scores_gemma":[0.9995122,0.00004245039,0.00004536634,0.0001466948,0.00009392243,0.0001593527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009160378,0.04329913,0.6424801,0.002871197,0.006733212,0.002573593,0.03968657,0.00009710396,0.2471061,0.001919393,0.00008362815,0.003989501],"study_design_scores_gemma":[0.004438268,0.006488184,0.9100233,0.0006140422,0.0006678292,0.000002255292,0.0002013729,0.008895134,0.06845881,0.00001764921,0.000004676808,0.0001885291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961355,0.000008284798,0.0001264829,0.001004274,0.00003382201,0.002061564,0.00004641874,0.00004147769,0.0005421721],"genre_scores_gemma":[0.9963227,0.0002353779,0.00141207,0.001476701,0.00007489359,0.0001671032,0.0001639169,0.0000210063,0.000126235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2675431,"threshold_uncertainty_score":0.5779602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944667498662467,"score_gpt":0.2858927467225759,"score_spread":0.2464460717359512,"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."}}