{"id":"W1488144729","doi":"10.25011/cim.v31i4.4791","title":"THE IMPACT OF ESTIMATED GLOMERULAR FILTRATION RATEREPORTING ON NEPHROLOGY REFERRAL PATTERN, PATIENT CHARACTERISTICS AND OUTCOME","year":2008,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrology; Kidney disease; Renal function; Internal medicine; Referral; Dialysis; Intensive care medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00431938,0.0002517238,0.0003995548,0.001199546,0.0005772284,0.001138082,0.0006658498,0.0006373079,0.001924969],"category_scores_gemma":[0.01382601,0.0002416617,0.0006845027,0.002053131,0.0005926862,0.0009175311,0.0008544782,0.0009439092,0.0002589893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484713,"about_ca_system_score_gemma":0.00156965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351885,"about_ca_topic_score_gemma":0.01524873,"domain_scores_codex":[0.9963108,0.001308463,0.0005068061,0.0005336685,0.0006448127,0.0006954423],"domain_scores_gemma":[0.9774905,0.006590482,0.01068763,0.0007199781,0.001576364,0.002935026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004418435,0.0000154886,0.9996118,0.000002973332,0.00001230215,0.000021188,0.00002265272,0.000008628082,0.00001173155,0.00000281864,0.00003256605,0.0002138201],"study_design_scores_gemma":[0.000001931506,0.00006423247,0.9995624,0.000003901303,0.00001064215,0.0001199384,0.0001129382,0.00006548697,0.00001439667,0.000004242906,0.00003763934,0.000002244627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989012,0.0002862526,0.0000403748,0.0001098334,0.000008492902,0.000009311345,0.0003137208,0.00000296756,0.0003278295],"genre_scores_gemma":[0.9995471,0.00005132063,0.00004683459,0.00003563257,0.00001219606,0.000006048753,0.0002535039,0.000001736752,0.00004567687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351885,"threshold_uncertainty_score":0.02688032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2286421463091576,"score_gpt":0.4019831435968072,"score_spread":0.1733409972876496,"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."}}