{"id":"W1981676583","doi":"10.1007/s11906-006-0012-0","title":"Hyperfiltration, nitric oxide, and diabetic nephropathy","year":2006,"lang":"en","type":"review","venue":"Current Hypertension Reports","topic":"Nitric Oxide and Endothelin Effects","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tubuloglomerular feedback; Glomerular hyperfiltration; Nitric oxide; Medicine; Diabetic nephropathy; Diabetes mellitus; Internal medicine; Endocrinology; Renal function; Nephrology; Nephropathy; NOS1; Nitric oxide synthase; Urology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004029721,0.0006722118,0.002614702,0.0005380029,0.0001322822,0.00005173809,0.00006740138,0.0003793778,0.00003821493],"category_scores_gemma":[0.000463774,0.0004783922,0.0005367024,0.0006457752,0.0001004596,0.00008115902,0.00009337958,0.0006803176,0.00009473932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009055473,"about_ca_system_score_gemma":0.0004056452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002723308,"about_ca_topic_score_gemma":4.634322e-7,"domain_scores_codex":[0.9966392,0.0001400184,0.001312765,0.0009224067,0.000529582,0.0004560556],"domain_scores_gemma":[0.9975937,0.000254549,0.0006865594,0.0008847524,0.0002506831,0.0003297482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004870088,0.0002316414,0.0004912694,0.01428888,0.00007152619,0.003114006,0.000002155948,1.596072e-7,0.00003785146,0.000004773677,0.01935423,0.9623986],"study_design_scores_gemma":[0.0003349646,0.00006370463,0.0007275339,0.01156107,0.003370301,0.01842343,0.000002329959,0.00001327849,0.000006832675,0.00004333963,0.9649919,0.0004613021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008652975,0.9882494,0.00001959912,0.00002045398,0.0009627529,0.001466516,0.000009227028,0.0001730563,0.0004460539],"genre_scores_gemma":[0.0006278548,0.9971141,0.0002092639,0.0001154865,0.0006775293,0.0001232399,0.0005071686,0.0001163703,0.0005090152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619373,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05384838531857794,"score_gpt":0.3205511560459965,"score_spread":0.2667027707274186,"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."}}