{"id":"W3012808215","doi":"10.1097/01.npr.0000657316.97157.e4","title":"Screening for diabetic kidney disease in primary care","year":2020,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Microalbuminuria; Medicine; Primary care; Diabetes mellitus; Disease; Intensive care medicine; Primary health care; Disease management; Kidney disease; Primary care physician; Family medicine; Internal medicine; Endocrinology; Environmental health","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":[0.0001425895,0.00007348495,0.0001140326,0.00005180177,0.00007841679,0.00002886681,0.00008754787,0.00002250332,0.000198366],"category_scores_gemma":[0.0003247674,0.00004924617,0.00006283285,0.0001733725,0.00004571479,0.0001340895,0.00002556564,0.0001710083,0.00007837664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004172307,"about_ca_system_score_gemma":0.00009266892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003495104,"about_ca_topic_score_gemma":4.195307e-7,"domain_scores_codex":[0.9992675,0.00004493441,0.0001053691,0.0001596419,0.0002213632,0.0002011533],"domain_scores_gemma":[0.9994215,0.0000930351,0.00003274446,0.0001642434,0.0000510451,0.0002374252],"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":[0.01097723,0.001595683,0.3460631,0.009426772,0.0006678915,0.0003077976,0.01148417,0.0009972646,0.007834529,0.006626074,0.4060239,0.1979955],"study_design_scores_gemma":[0.009096566,0.000538517,0.4355798,0.000847715,0.0006790492,8.901553e-7,0.003033262,0.009180393,0.0005907257,0.0007528656,0.5392734,0.0004267417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2487902,0.001946147,0.004200747,0.5949485,0.0005309657,0.007019226,0.0001976999,0.0003278839,0.1420386],"genre_scores_gemma":[0.9810135,0.00001463266,0.0006984149,0.0137725,0.0004041212,0.0002142533,0.0004804228,0.00002749073,0.003374668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7322233,"threshold_uncertainty_score":0.2171968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459330516413262,"score_gpt":0.312554259223739,"score_spread":0.2779609540596064,"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."}}