{"id":"W3006369807","doi":"10.1016/j.ekir.2020.01.026","title":"Can Community-Based Albuminuria Testing Improve Care?","year":2020,"lang":"en","type":"letter","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Medicine; Guideline; Albuminuria; Renal function; Scopus; Internal medicine; Disease; Intensive care medicine; MEDLINE; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001596728,0.0004888238,0.0006264067,0.0002305487,0.0001760484,0.0001108813,0.000329001,0.0004617449,0.0006061787],"category_scores_gemma":[0.007035109,0.0004802648,0.0004034579,0.0001795659,0.0001324335,0.00006389093,0.0001795099,0.002220144,0.00006651626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008183534,"about_ca_system_score_gemma":0.005396346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008514485,"about_ca_topic_score_gemma":0.000007388369,"domain_scores_codex":[0.9969053,0.0001130498,0.000807442,0.000611363,0.001119919,0.0004429074],"domain_scores_gemma":[0.9965053,0.0003549758,0.0006608447,0.0009430401,0.0007783819,0.0007574498],"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":[0.00002588928,0.00007914558,0.006572797,0.001152767,0.0003722679,0.0148032,0.000177523,0.00000137926,0.001017969,0.000002513466,0.9750959,0.0006986378],"study_design_scores_gemma":[0.0009887501,0.0001810578,0.0003289452,0.00113678,0.0005245666,0.0003373037,0.00005748483,0.0001281143,0.002506649,0.000385355,0.9929794,0.000445557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001931611,0.0001523781,0.00001099806,0.9438541,0.003389692,0.0006736999,0.001096857,0.0003346453,0.04855603],"genre_scores_gemma":[0.06267066,0.000003146144,0.0007757936,0.9000944,0.006945484,0.0001116684,0.02645601,0.000130055,0.002812797],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06073905,"threshold_uncertainty_score":0.9997649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933324862376004,"score_gpt":0.2806739910702316,"score_spread":0.2513407424464716,"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."}}