{"id":"W2059463290","doi":"10.1016/j.clinbiochem.2005.03.001","title":"Osmolality revisited—Deriving and validating the best formula for calculated osmolality","year":2005,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Ethylene glycol; Ethanol; Urea; Osmole; Methanol; Chemistry; Osmotic concentration; Sodium; Plasma osmolality; Biochemistry; Chromatography; Internal medicine; Organic chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009854278,0.0001764633,0.0003659454,0.000009205953,0.0002011659,0.00003962337,0.0001037937,0.000233971,0.00002168472],"category_scores_gemma":[0.002676808,0.000118038,0.0002135867,0.00008587319,0.0001712426,0.00004367891,0.000086232,0.0002973581,0.00001310191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000632699,"about_ca_system_score_gemma":0.00007136305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836992,"about_ca_topic_score_gemma":9.061076e-7,"domain_scores_codex":[0.9984981,0.00005079333,0.0005848529,0.0004333167,0.0001501311,0.0002827505],"domain_scores_gemma":[0.9983074,0.000707906,0.0001612577,0.0005120663,0.00009868965,0.0002126793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007577397,0.00167277,0.794233,0.001068232,0.0008264367,0.00003204145,0.0002334051,0.000004927774,0.03815952,0.0001294061,0.006098763,0.1567837],"study_design_scores_gemma":[0.02641866,0.001706938,0.2927024,0.00388578,0.003654353,0.0005659014,0.000985742,0.01163084,0.5839537,0.001170719,0.07141191,0.001913063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954,0.0007486744,0.0002672462,0.002152225,0.00005379738,0.0003192237,0.00003917526,0.00006703581,0.0009526263],"genre_scores_gemma":[0.9946479,0.00007159782,0.002543608,0.001103932,0.0005355771,0.00001941124,0.0001041672,0.0000182447,0.0009555705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5457941,"threshold_uncertainty_score":0.481345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06912322970910527,"score_gpt":0.4183570390333352,"score_spread":0.3492338093242299,"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."}}