{"id":"W4385610966","doi":"10.1177/00045632231196052","title":"Different serum sodium assay, different model for end stage liver disease - sodium scores in patients awaiting liver transplant: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Annals of Clinical Biochemistry International Journal of Laboratory Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Liver disease; Medicine; Stage (stratigraphy); Cross-sectional study; Liver transplantation; Sodium; Internal medicine; Gastroenterology; Urology; Transplantation; Pathology; Chemistry; Biology","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":[0.002041099,0.0003966689,0.000515097,0.000689443,0.0005946596,0.0007040187,0.0002730877,0.0006613494,0.001476937],"category_scores_gemma":[0.003224712,0.000506904,0.0007487601,0.0007200959,0.0004142249,0.0008609056,0.0004481676,0.0007780311,0.0003426998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747183,"about_ca_system_score_gemma":0.0003090839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000990381,"about_ca_topic_score_gemma":0.001073229,"domain_scores_codex":[0.9985141,0.0004918289,0.0001996159,0.0003734294,0.0002785156,0.0001424272],"domain_scores_gemma":[0.9971078,0.0009207822,0.0008005428,0.0002926763,0.0004438183,0.000434377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494923,0.00008624208,0.9991034,0.000008000737,0.00004938468,0.00002275245,0.00005104487,0.000009311852,0.0001270517,0.000005706794,0.00002181596,0.0003656938],"study_design_scores_gemma":[0.00002314402,0.001044653,0.9976411,0.000006898601,0.00009120872,0.0004226734,0.0002800313,0.0001929225,0.0001100899,0.00001888825,0.0001601293,0.000008305602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994123,0.0001712953,0.0001340172,0.00001581858,0.00001066985,0.00001064387,0.00006234171,0.000001764823,0.0001810613],"genre_scores_gemma":[0.9995061,0.0000487786,0.0001402404,0.0000434709,0.00001468161,0.00001521754,0.0001386602,0.000001929465,0.00009091487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041099,"threshold_uncertainty_score":0.01079452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117025323816733,"score_gpt":0.4292818327531328,"score_spread":0.3122565089363998,"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."}}