{"id":"W1502502282","doi":"10.1159/000349966","title":"Pathophysiology of the Cardiorenal Syndromes: Executive Summary from the Eleventh Consensus Conference of the Acute Dialysis Quality Initiative (ADQI)","year":2013,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Cardiorenal syndrome; Medicine; Heart failure; Pathophysiology; Acute kidney injury; Cardiology; Internal medicine; Kidney disease; Acute decompensated heart failure; Dialysis; Sepsis","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":[0.000611813,0.0002318068,0.0009230929,0.00007484317,0.0002879817,0.00001070207,0.0007564818,0.000262061,0.0003548493],"category_scores_gemma":[0.004064756,0.0001142055,0.0004490545,0.0007086352,0.002245344,0.00004510265,0.0006904074,0.0006602206,0.00005184823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152451,"about_ca_system_score_gemma":0.001090257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530316,"about_ca_topic_score_gemma":0.0001117295,"domain_scores_codex":[0.9956748,0.002326554,0.0006925787,0.0003814962,0.0004129928,0.0005115758],"domain_scores_gemma":[0.9934255,0.002667167,0.0004154698,0.001336586,0.001983341,0.000171904],"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":[0.002060326,0.0005401697,0.03318885,0.0000375109,0.006910766,0.00003073706,0.003884847,0.0000120499,0.5564269,0.01422217,0.3810082,0.001677519],"study_design_scores_gemma":[0.004121521,0.0009905944,0.9255983,0.000156227,0.001928295,0.00007604218,0.001727591,0.0002548655,0.03961232,0.01541058,0.009819384,0.0003043156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212558,0.0002945358,0.000651091,0.06130446,0.0002675998,0.002146333,0.01320087,0.00002126359,0.0008580214],"genre_scores_gemma":[0.9931491,0.00008055825,0.00008605294,0.005689479,0.0001093495,0.0003596718,0.0001769061,0.00001316621,0.0003356951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8924094,"threshold_uncertainty_score":0.8273064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015360912047873,"score_gpt":0.337638973773905,"score_spread":0.2974853646534263,"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."}}