{"id":"W2048839629","doi":"10.1373/clinchem.2005.057695","title":"Osmolality Gaps: Diagnostic Accuracy and Long-Term Variability","year":2006,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Diagnostic accuracy; Receiver operating characteristic; Population; Prospective cohort study; Diagnostic test; Retrospective cohort study; Positive predicative value; Predictive value; Medicine; Statistics; Surgery; Internal medicine; Mathematics; Pediatrics","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":[0.01202125,0.0003473909,0.0006695566,0.001338223,0.0002324762,0.00149728,0.0006656611,0.0008199895,0.0003686454],"category_scores_gemma":[0.05556674,0.000194053,0.0004858822,0.001171269,0.0006849777,0.001235793,0.0008700349,0.0008366816,0.0001658913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843218,"about_ca_system_score_gemma":0.0003379752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009425715,"about_ca_topic_score_gemma":0.0006483016,"domain_scores_codex":[0.9923814,0.003062006,0.001011406,0.001393975,0.001888845,0.0002624013],"domain_scores_gemma":[0.936807,0.04085672,0.01451114,0.00331713,0.003601619,0.0009063146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004981508,0.00002347032,0.9876289,0.00003393242,0.000300662,0.00006197846,0.0000913619,0.0006531337,0.0002805615,0.00008212927,0.0002168319,0.01012879],"study_design_scores_gemma":[0.00001924187,0.000444829,0.9845956,0.00004226324,0.0001933621,0.001011903,0.0001043412,0.01066897,0.001446373,0.0008758421,0.0005683717,0.00002899427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870954,0.004440315,0.0061735,0.0003680515,0.00008489983,0.00003154488,0.0005334316,0.00008647647,0.001186319],"genre_scores_gemma":[0.9987823,0.0001533187,0.0007133347,0.00004385541,0.00004076022,0.000009745959,0.0002137574,0.000009324704,0.00003370473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202125,"threshold_uncertainty_score":0.06357527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109898604528366,"score_gpt":0.3745352672633931,"score_spread":0.3434362812181094,"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."}}