{"id":"W2083871708","doi":"10.1053/j.ajkd.2014.06.006","title":"Automated Estimated GFR Reporting and Late Referral: Are We Expecting Automatic Benefits?","year":2014,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Referral; MEDLINE; Intensive care medicine; Family 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":[0.01326788,0.0005562031,0.001604593,0.001304176,0.002239636,0.004509443,0.002412259,0.031501,0.006661199],"category_scores_gemma":[0.1187476,0.000704357,0.00127793,0.001225908,0.003209298,0.006032064,0.001470867,0.02718261,0.003553021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004254657,"about_ca_system_score_gemma":0.005015324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006331291,"about_ca_topic_score_gemma":0.01010441,"domain_scores_codex":[0.9851774,0.006285472,0.002282072,0.001125855,0.004124217,0.001005064],"domain_scores_gemma":[0.8797069,0.08676055,0.008576443,0.002743236,0.01674822,0.00546466],"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":[0.0003052187,0.0001975294,0.02432078,0.0001801915,0.0001068639,0.004626217,0.0003259186,0.0002646659,0.0002765175,0.007750564,0.8464847,0.1151608],"study_design_scores_gemma":[0.0008677408,0.0007565904,0.0368813,0.004772387,0.0006201112,0.03041573,0.003079169,0.00892294,0.001233887,0.09962681,0.8123021,0.0005212302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001017319,0.0007404987,0.000283849,0.9922212,0.003787493,0.000005922808,0.00003320388,0.00002647787,0.001883989],"genre_scores_gemma":[0.03506525,0.002848825,0.002790472,0.8908529,0.06517798,0.00004767663,0.0001049628,0.00005979909,0.003052135],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.031501,"threshold_uncertainty_score":0.07016808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149169813886633,"score_gpt":0.3209288730717245,"score_spread":0.2794371749328581,"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."}}