{"id":"W4320857309","doi":"10.1111/hdi.13069","title":"Effects of pre‐analytical sample care and analysis methodology on measures of metabolic acidosis in hemodialysis patients","year":2023,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Chromatography; Carbon dioxide; Chemistry; Bicarbonate; Metabolic acidosis; Dialysis; Medicine; Surgery; Internal medicine","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":[0.007948173,0.0006820383,0.0007700073,0.0003799765,0.0004287615,0.001068939,0.0005657761,0.0005224842,0.0006068225],"category_scores_gemma":[0.01819124,0.0003223087,0.0005814548,0.0004050112,0.0005666404,0.0003767443,0.0005290451,0.0007377445,0.000178414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006685806,"about_ca_system_score_gemma":0.0007205396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110546,"about_ca_topic_score_gemma":0.001771724,"domain_scores_codex":[0.9916704,0.004828843,0.0006962213,0.0005760351,0.002021764,0.00020681],"domain_scores_gemma":[0.9850065,0.007891711,0.003555169,0.001162924,0.001849322,0.0005343474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1298803,0.00645694,0.5326837,0.001602975,0.002108973,0.0005216422,0.002100675,0.001996654,0.1449254,0.0002193212,0.002042772,0.1754606],"study_design_scores_gemma":[0.0005282238,0.04130801,0.8453783,0.000139464,0.0008910552,0.0008419976,0.0004872555,0.003426673,0.1042708,0.0001005588,0.002528592,0.00009899593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941826,0.001647914,0.003026476,0.0002200797,0.0001186767,0.0002138554,0.0001770717,0.00006971538,0.0003435257],"genre_scores_gemma":[0.9905719,0.0003447938,0.007950338,0.0003265317,0.00008385573,0.0002075469,0.0002334452,0.00002909524,0.0002525962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007948173,"threshold_uncertainty_score":0.04203445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04032823656948166,"score_gpt":0.3268068780841232,"score_spread":0.2864786415146416,"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."}}