{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003400592,0.0001496092,0.0005438913,0.0000976176,0.00009533139,0.00004541184,0.00007281944,0.0001046554,0.0001721316],"category_scores_gemma":[0.0002511786,0.000141778,0.001022894,0.0002573468,0.0001606859,0.000141621,0.0001541457,0.0001472144,0.000004292633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002795301,"about_ca_system_score_gemma":0.0001425677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845495,"about_ca_topic_score_gemma":6.953944e-7,"domain_scores_codex":[0.9985649,0.000180657,0.0003650442,0.0003522799,0.0003691391,0.0001679956],"domain_scores_gemma":[0.9988119,0.00001511227,0.00005917327,0.0005400097,0.0002923616,0.0002814573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003687461,0.001390495,0.3992928,0.003824952,0.05739588,0.0003414388,0.001657609,0.000002284403,0.4175092,0.001272353,0.05532717,0.06161705],"study_design_scores_gemma":[0.009786926,0.001617826,0.6449424,0.001728347,0.01753567,0.002306472,0.001209636,0.0006700921,0.2618337,0.0005896993,0.05627894,0.001500297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965232,0.003605767,0.02542068,0.001061203,0.0002093662,0.000601151,0.002780237,0.00007056542,0.001019084],"genre_scores_gemma":[0.9953688,0.001653917,0.000473403,0.0002609197,0.00002357995,0.0000555767,0.0007760022,0.0000218632,0.001365948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456496,"threshold_uncertainty_score":0.5781538,"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."}}