{"id":"W3149132832","doi":"10.1002/ccd.29692","title":"Incidence and outcomes of acute kidney injury stratified by cardiogenic shock severity","year":2021,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Mayo Clinic","keywords":"Medicine; Cardiogenic shock; Acute kidney injury; Internal medicine; Incidence (geometry); Coronary care unit; Intensive care unit; Kidney disease; Renal function; Stage (stratigraphy); Shock (circulatory); Cardiology; Renal replacement therapy; Myocardial infarction","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":[0.0006961467,0.000236273,0.0003309538,0.00123234,0.0003886273,0.0006962492,0.0003700792,0.0003410084,0.001480075],"category_scores_gemma":[0.003604939,0.0002039004,0.0004409048,0.001224089,0.0003100756,0.0004503072,0.0006845477,0.0005309712,0.0001400373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004499953,"about_ca_system_score_gemma":0.0004516315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029606,"about_ca_topic_score_gemma":0.003950089,"domain_scores_codex":[0.999185,0.0001621736,0.0001222076,0.0001894764,0.000155196,0.0001859091],"domain_scores_gemma":[0.995788,0.0004258351,0.002649759,0.0001320272,0.0004032995,0.0006010695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002294906,0.000004544909,0.9996543,0.000002985124,0.00001874442,0.00001735179,0.000008241564,0.00002070645,0.0000269678,0.000005062941,0.00003417073,0.0001839763],"study_design_scores_gemma":[0.000002081714,0.00002602437,0.999581,0.000002900529,0.00001227433,0.0001389899,0.00003550823,0.0001387799,0.00002055945,0.00001341941,0.00002685683,0.000001573838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991133,0.0002007386,0.00005946153,0.00004191252,0.000003992277,0.000006785369,0.0003659397,0.000003361741,0.0002044276],"genre_scores_gemma":[0.9995092,0.00004733154,0.00003060553,0.0000105376,0.000009222246,0.000004172838,0.0003666106,8.57199e-7,0.00002145705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0029606,"threshold_uncertainty_score":0.005886734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000587541411622,"score_gpt":0.3177755891537059,"score_spread":0.2977697137395896,"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."}}