{"id":"W7098291012","doi":"","title":"Diabetic Ketoacidosis: Challenging Cases","year":2015,"lang":"en","type":"article","venue":"","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetic ketoacidosis; Diabetes mellitus; Incidence (geometry); Type 1 diabetes; Insulin; Mortality rate; Ketoacidosis; Intravascular volume status","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001109931,0.00222921,0.001397967,0.002766171,0.004091441,0.00365869,0.002150455,0.006784367,0.004983433],"category_scores_gemma":[0.008487767,0.0006700912,0.001095068,0.003051886,0.002321547,0.004688638,0.003303735,0.006729329,0.002454183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278125,"about_ca_system_score_gemma":0.001168686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713796,"about_ca_topic_score_gemma":0.002465369,"domain_scores_codex":[0.9977997,0.0004474429,0.0003356451,0.0003184574,0.0005160425,0.0005827363],"domain_scores_gemma":[0.9971843,0.0007045683,0.0007231477,0.0001098388,0.0003223404,0.0009557483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000658724,0.000116844,0.01211614,0.0003308815,0.0000284784,0.9297831,0.0006615699,0.0003826743,0.0003188775,0.004648026,0.02396268,0.02758488],"study_design_scores_gemma":[0.00001151471,0.00002064439,0.001125163,0.0003992265,0.00001296714,0.9826262,0.0008597242,0.0002568632,0.0001256752,0.004574349,0.009968054,0.00001973348],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2710119,0.2138617,0.04201416,0.2231455,0.02037534,0.001126988,0.001000329,0.001062756,0.2264012],"genre_scores_gemma":[0.7779694,0.09703023,0.02617409,0.05333144,0.03304836,0.0004027513,0.0007263081,0.0002747752,0.01104256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006784367,"threshold_uncertainty_score":0.01667124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249368598570969,"score_gpt":0.2666673392123451,"score_spread":0.1417304793552483,"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."}}