{"id":"W3128164079","doi":"","title":"Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury","year":2007,"lang":"en","type":"article","venue":"Publisher","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Acute kidney injury; Medicine; Intensive care medicine; Creatinine; Nephrology; Medical emergency; Internal medicine; Political science","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":[0.08535841,0.003038149,0.002340293,0.003787091,0.002375323,0.008222555,0.006997978,0.008449161,0.004092308],"category_scores_gemma":[0.04782396,0.001097905,0.002581703,0.006218866,0.001752735,0.004952982,0.01145947,0.007987458,0.00296203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01278348,"about_ca_system_score_gemma":0.1080397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05839523,"about_ca_topic_score_gemma":0.0557368,"domain_scores_codex":[0.9549669,0.01191614,0.0051506,0.002033049,0.02110215,0.004831123],"domain_scores_gemma":[0.9096616,0.006852175,0.009029208,0.002737396,0.03979059,0.03192915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009581853,0.0006920872,0.02816148,0.002577934,0.0004664017,0.0001799127,0.00068112,0.0007413115,0.000451305,0.003525502,0.8955195,0.06604527],"study_design_scores_gemma":[0.002178304,0.000927044,0.1378106,0.003994707,0.0008722849,0.0002171134,0.001567439,0.001689689,0.001546493,0.002203453,0.8467295,0.000263338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02366714,0.03562704,0.02233184,0.4348357,0.05835579,0.0382206,0.2568942,0.00315419,0.1269135],"genre_scores_gemma":[0.06450551,0.03856108,0.1419597,0.1539949,0.009489315,0.06078292,0.4548406,0.001501789,0.07436433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08535841,"threshold_uncertainty_score":0.4514238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227134042490636,"score_gpt":0.3605906520132316,"score_spread":0.337877247764168,"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."}}