{"id":"W6963994685","doi":"10.25384/sage.c.6859963","title":"Variability in Reporting eGFR at Dialysis Initiation in Canada: A Research Letter","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Nephrology; Kidney disease; Renal function; Clinical Practice; Peritoneal dialysis","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02007749,0.0002414251,0.0005796452,0.001894587,0.009378577,0.004623603,0.002820788,0.002786218,0.003869529],"category_scores_gemma":[0.08923633,0.000559978,0.0006202704,0.006791376,0.003066242,0.001449899,0.001634809,0.003209505,0.0003473678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1171351,"about_ca_system_score_gemma":0.1958023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926773,"about_ca_topic_score_gemma":0.9912518,"domain_scores_codex":[0.9815888,0.003005244,0.002605534,0.001875993,0.007852716,0.003071612],"domain_scores_gemma":[0.8200544,0.05525742,0.01427044,0.003350691,0.09303319,0.01403391],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003297208,0.0001648876,0.7174791,0.0009088239,0.0001117861,0.001036912,0.0302794,0.000345486,0.0004227174,0.002582017,0.1779155,0.06842362],"study_design_scores_gemma":[0.0001389002,0.0001422622,0.8312389,0.002375684,0.000133745,0.0008518494,0.06222557,0.001959486,0.0005240055,0.0008043924,0.09937111,0.0002341041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3887248,0.008411766,0.0009018584,0.5696324,0.001998063,0.0003217795,0.006225827,0.00005868877,0.02372484],"genre_scores_gemma":[0.9039542,0.004545438,0.001015769,0.08619713,0.0005105234,0.0001387561,0.001109665,0.00004756521,0.002480971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9799225,"threshold_uncertainty_score":0.8498783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2683424904364204,"score_gpt":0.4272926424754139,"score_spread":0.1589501520389935,"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."}}