{"id":"W2895877130","doi":"","title":"Approach to the detection and management of chronic kidney disease: What primary care providers need to know.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; College of Family Physicians of Canada","funders":"","keywords":"Medicine; Kidney disease; Referral; Intensive care medicine; Nephrology; MEDLINE; Primary care; Disease management; Family medicine; Disease; Health care; Nurse practitioners; Medical emergency; Internal medicine","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":[0.009245409,0.0008913404,0.002846112,0.003904703,0.001826924,0.004308727,0.001729672,0.00643273,0.009613692],"category_scores_gemma":[0.039903,0.0008787086,0.001456845,0.003311762,0.001572065,0.01176973,0.00224811,0.005598058,0.003365947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003508885,"about_ca_system_score_gemma":0.01541956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863558,"about_ca_topic_score_gemma":0.04177599,"domain_scores_codex":[0.9960319,0.001240842,0.0009923289,0.000304381,0.00122508,0.0002053959],"domain_scores_gemma":[0.9659505,0.01611619,0.003472055,0.001075577,0.01071425,0.002671388],"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":[0.0001030018,0.0001970296,0.005171345,0.04562077,0.0003308512,0.0005825398,0.0009763467,0.0001479626,0.0002629202,0.00210602,0.3856154,0.5588858],"study_design_scores_gemma":[0.000256318,0.0001829703,0.02781394,0.2659312,0.0007518247,0.003311176,0.005518473,0.0002614166,0.0001215086,0.01732672,0.6783668,0.0001576245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005919668,0.6644397,0.0008535215,0.3232083,0.005853836,0.0001302916,0.0004345458,0.00007229357,0.004415615],"genre_scores_gemma":[0.01367771,0.870997,0.008263973,0.09185481,0.01226868,0.00046938,0.0006385763,0.00002905393,0.001800864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01863558,"threshold_uncertainty_score":0.048895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009948691076847845,"score_gpt":0.2162558004289445,"score_spread":0.2063071093520966,"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."}}