{"id":"W4404209366","doi":"10.1016/j.clinme.2024.100262","title":"Diabetic ketoacidosis and hyperglycaemic hyperosmolar syndrome in patients with cancer: A multicentre study","year":2024,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Diabetic ketoacidosis; Ketoacidosis; Diabetes mellitus; Cancer; Intensive care medicine; Multicenter study; Pediatrics; Internal medicine; Endocrinology; Type 1 diabetes; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821809,0.0001443057,0.0002942701,0.00004449589,0.00002600076,0.00001288013,0.00009160098,0.000107892,0.0000262672],"category_scores_gemma":[0.0002479058,0.00009880791,0.00003367089,0.000156807,0.0001435461,0.000004045474,0.00005852451,0.0001784841,0.000004698089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001234851,"about_ca_system_score_gemma":0.000034469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006462498,"about_ca_topic_score_gemma":0.00009787801,"domain_scores_codex":[0.9988024,0.0000818979,0.0003207952,0.000427689,0.0001432187,0.0002240457],"domain_scores_gemma":[0.9995572,0.00008643416,0.00004175396,0.0001627305,0.00003689091,0.0001149991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007285445,0.0004112229,0.9824615,0.00003312938,0.0001377245,0.00001721888,0.00007474697,0.000002613421,0.0001490823,0.000001397626,0.0003950335,0.01624348],"study_design_scores_gemma":[0.005118517,0.00315838,0.9887441,0.0003020226,0.0001494238,7.387189e-7,0.0003184392,0.00006771089,0.00002115103,0.0000125727,0.001941475,0.0001654941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939386,0.004669172,0.000002006662,0.0006242973,0.0002921154,0.0003688805,0.00001349528,0.00001550536,0.00007593149],"genre_scores_gemma":[0.9986103,0.0006686649,0.00001461502,0.0003924439,0.00008636292,0.00003360483,0.0000411135,0.0000228277,0.0001300703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607798,"threshold_uncertainty_score":0.402927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009922675385487962,"score_gpt":0.2936944969137957,"score_spread":0.2837718215283078,"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."}}