{"id":"W4386826335","doi":"10.2215/cjn.0000000000000305","title":"Nurse Practitioner Care Compared with Primary Care or Nephrologist Care in Early CKD","year":2023,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Medicine; Propensity score matching; Nephrology; Internal medicine; Kidney disease; Medical prescription; Cohort; Nurse practitioners; Health care; Emergency medicine; Intensive care medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002634608,0.0001601857,0.0004065312,0.0002713711,0.0003670809,0.0006916519,0.0003833928,0.0004852395,0.001855786],"category_scores_gemma":[0.008660612,0.000150407,0.000782929,0.0003704583,0.0002070154,0.0003650777,0.000680981,0.0004992173,0.0001324066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009712406,"about_ca_system_score_gemma":0.001442381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008784708,"about_ca_topic_score_gemma":0.01185359,"domain_scores_codex":[0.9980692,0.00103196,0.0001046211,0.000322156,0.0002259641,0.0002461175],"domain_scores_gemma":[0.9967684,0.001050253,0.001308497,0.0001470455,0.0001745045,0.0005513559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01888015,0.001489703,0.9533132,0.0002798124,0.0007205124,0.000127961,0.0003761221,0.0004491162,0.0003885233,0.0002335201,0.0008466191,0.0228947],"study_design_scores_gemma":[0.00235135,0.008739252,0.9838315,0.0001539696,0.0006770482,0.0002931656,0.0003838972,0.001829527,0.0002634286,0.0004144068,0.001047428,0.00001501026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986393,0.0005982936,0.0001128962,0.0001260949,0.00002536511,0.00003104699,0.00009243444,0.000001833965,0.0003727429],"genre_scores_gemma":[0.9994517,0.0001455513,0.0001170759,0.00007447508,0.00001294449,0.00002378329,0.00006720918,7.783283e-7,0.0001064292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008784708,"threshold_uncertainty_score":0.01746714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249232938362274,"score_gpt":0.3583497560367433,"score_spread":0.3258574266531206,"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."}}