{"id":"W2085019343","doi":"10.1111/j.1542-4758.2006.00137.x","title":"Prognostic implications of clinical practice guidelines among hemodialysis patients","year":2006,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Guideline; Hemodialysis; Kidney disease; Blood pressure; Parathyroid hormone; Proportional hazards model; Gastroenterology; Confidence interval; Calcium; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00553966,0.0001406313,0.000374298,0.0009402824,0.000473531,0.001554793,0.0004521548,0.0008418463,0.001324518],"category_scores_gemma":[0.1032265,0.0002184669,0.0004685349,0.002311048,0.0005314096,0.001081291,0.0007210483,0.001442722,0.0001184252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183438,"about_ca_system_score_gemma":0.002085945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008025342,"about_ca_topic_score_gemma":0.01026161,"domain_scores_codex":[0.9897143,0.005645544,0.00137185,0.0009478191,0.001700756,0.0006196459],"domain_scores_gemma":[0.880958,0.04885989,0.05678497,0.002887923,0.006255139,0.004254038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009808012,0.00004522892,0.9957567,0.00001137882,0.00004915714,0.00002971279,0.0001201995,0.0000424677,0.00001220964,0.00006585233,0.0002835408,0.003485355],"study_design_scores_gemma":[0.00002856471,0.00008815955,0.998017,0.00003370387,0.00005007186,0.0001282722,0.0003238169,0.0005475191,0.00002773701,0.000367292,0.0003766898,0.00001119248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913374,0.001732302,0.000274102,0.003870694,0.00004891868,0.00003759736,0.0006531081,0.00001101888,0.002034937],"genre_scores_gemma":[0.9991149,0.0001934682,0.0001339748,0.0002518778,0.0000320887,0.00001083283,0.0002089308,0.000002174325,0.00005178101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008025342,"threshold_uncertainty_score":0.02929688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183696765424604,"score_gpt":0.3833390822508072,"score_spread":0.3415021145965611,"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."}}