{"id":"W1980336653","doi":"10.5414/cnp63290","title":"Predictive factors of low HCO3 levels in peritoneal dialysis patients","year":2005,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Metabolic acidosis; Peritoneal dialysis; Internal medicine; Anion gap; Bicarbonate; Acidosis; Endocrinology; Sevelamer; Dialysis; Hemodialysis; Gastroenterology; Kidney disease; Hyperphosphatemia","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":[0.0003371598,0.0003257208,0.000382789,0.0006126611,0.0004313606,0.0005894029,0.0002941486,0.0005732562,0.001579156],"category_scores_gemma":[0.002834053,0.0001895722,0.0003897794,0.0008231323,0.0003196122,0.0002913634,0.0003471574,0.0007520194,0.0001946028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836665,"about_ca_system_score_gemma":0.0003504002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274613,"about_ca_topic_score_gemma":0.00100051,"domain_scores_codex":[0.9997553,0.00005780326,0.00003839845,0.00004316558,0.00005888017,0.00004651054],"domain_scores_gemma":[0.9981762,0.0005678888,0.0007000107,0.00007035508,0.0001310003,0.0003545604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000915889,0.00001036077,0.9992566,0.00000429401,0.00001208687,0.0001019876,0.000009720125,0.0000324222,0.00009106805,0.000005321431,0.00002673087,0.000357837],"study_design_scores_gemma":[0.00001224926,0.0001114012,0.9978852,0.000008541351,0.0000389551,0.001184017,0.00008955499,0.0003795865,0.0001137821,0.00005483734,0.0001176751,0.000004242603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991449,0.0003690532,0.0000791354,0.00005187035,0.000007397522,0.000004430463,0.0001047141,0.000003833146,0.000234604],"genre_scores_gemma":[0.9997495,0.00006211173,0.00005228337,0.0000123253,0.000009132171,0.000002761934,0.00008819695,0.000001031708,0.00002259941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579156,"threshold_uncertainty_score":0.005282819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295845743748761,"score_gpt":0.3424106008915122,"score_spread":0.3094521434540246,"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."}}