{"id":"W2130360112","doi":"10.2215/cjn.02140212","title":"Decision Support and CKD","year":2012,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Creatinine; Intensive care medicine; Disease; Renal function; Renal replacement therapy; MEDLINE; Disease management; Family medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01980924,0.0006780434,0.0007968324,0.001508936,0.003587391,0.008870026,0.002362527,0.007010452,0.0363837],"category_scores_gemma":[0.1341213,0.0004237486,0.0008590926,0.001457559,0.008691897,0.007867686,0.008377018,0.01190881,0.00398992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004996966,"about_ca_system_score_gemma":0.01519679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847909,"about_ca_topic_score_gemma":0.003718455,"domain_scores_codex":[0.9781853,0.01457549,0.00104426,0.001337628,0.003460377,0.001396995],"domain_scores_gemma":[0.8919132,0.07936617,0.005433172,0.002510203,0.005811023,0.0149662],"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":[0.0001155484,0.0001885428,0.003400201,0.0007174624,0.0001305025,0.0004079445,0.001988063,0.0005940733,0.00004228104,0.2151854,0.5579135,0.2193165],"study_design_scores_gemma":[0.0001457365,0.00007881464,0.001354049,0.002869228,0.00004704339,0.0006824037,0.001182216,0.0006001208,0.00006672608,0.4790722,0.5138423,0.00005922918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003000462,0.03738308,0.005640664,0.8871769,0.006678495,0.00006720971,0.0002264286,0.0001418755,0.05968497],"genre_scores_gemma":[0.3887173,0.1244918,0.01893835,0.4031031,0.03918216,0.0005458556,0.0008109918,0.0003724343,0.02383799],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0363837,"threshold_uncertainty_score":0.1217155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961154913570291,"score_gpt":0.3665709933137359,"score_spread":0.326959444178033,"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."}}