{"id":"W4397044824","doi":"10.1681/asn.20233411s1761a","title":"Combining Arterial and Venous Intrarenal Doppler Assessment for the Prediction of AKI After Cardiac Surgery","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McMaster University","funders":"","keywords":"Medicine; Radiology; Cardiology; Cardiac surgery; Internal medicine; 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":[0.002761094,0.0005298258,0.000714465,0.001514558,0.0001913995,0.0008899304,0.0004177261,0.0004187785,0.0007542511],"category_scores_gemma":[0.006000489,0.0001805224,0.0005686968,0.0009966196,0.000307209,0.0004767753,0.0007126942,0.0006398756,0.0002442629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082839,"about_ca_system_score_gemma":0.0004685183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448282,"about_ca_topic_score_gemma":0.0007405663,"domain_scores_codex":[0.9984754,0.000692254,0.0001833593,0.0002248869,0.0002970688,0.0001270391],"domain_scores_gemma":[0.9937862,0.002683659,0.00195852,0.0002929369,0.000649412,0.0006292537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658595,0.00002907835,0.9958593,0.00001706078,0.00007228521,0.00002026998,0.0000184324,0.0001677026,0.000279184,0.000007956929,0.00002775274,0.003135208],"study_design_scores_gemma":[0.00003952932,0.001090611,0.9910755,0.00002324436,0.0002155596,0.0004192111,0.00009920862,0.006005836,0.0007052057,0.00009207704,0.0002183407,0.00001560712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980322,0.0005770467,0.0009079739,0.00004097958,0.00001494917,0.00001596578,0.0001648876,0.00001079718,0.0002350836],"genre_scores_gemma":[0.9989432,0.0001210603,0.0007012711,0.000009969857,0.00002197333,0.00001037864,0.0001554428,0.000001654066,0.00003508165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002761094,"threshold_uncertainty_score":0.01460224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030738594819652,"score_gpt":0.2955220934626737,"score_spread":0.2752147075144771,"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."}}