{"id":"W3127714044","doi":"10.1111/pedi.13185","title":"Previous diabetic ketoacidosis as a risk factor for recurrence in a large prospective contemporary pediatric cohort: Results from the <scp>DPV</scp> initiative","year":2021,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Universität Ulm","keywords":"Medicine; Diabetic ketoacidosis; Type 1 diabetes; Prospective cohort study; Diabetes mellitus; Pediatrics; Logistic regression; Population; Cohort; Internal medicine; Insulin; Endocrinology","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":[0.0009538847,0.0002651868,0.0004004751,0.0007296639,0.0003637612,0.0006748745,0.0004621807,0.0003509657,0.0008006095],"category_scores_gemma":[0.002257783,0.0002984267,0.000691941,0.001345104,0.0002537644,0.0005262245,0.0005997787,0.0006164575,0.0001504015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322078,"about_ca_system_score_gemma":0.0004074098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111938,"about_ca_topic_score_gemma":0.01039086,"domain_scores_codex":[0.9994357,0.0001313807,0.00006504468,0.0001714168,0.0001214046,0.00007499316],"domain_scores_gemma":[0.9982921,0.0002512946,0.0008973448,0.0001472206,0.0001506702,0.0002613649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002050125,0.000007854897,0.9996543,0.000002012468,0.00001573222,0.00002253074,0.00002423012,0.00000803016,0.00002116309,0.000002287112,0.00002885125,0.0001925781],"study_design_scores_gemma":[0.000004318184,0.00004167721,0.9995166,0.000003531303,0.00001986592,0.0001718811,0.000102554,0.00007034817,0.00001345287,0.000002805673,0.00005156623,0.000001293045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99926,0.000142254,0.00005051505,0.00001827494,0.000002661211,0.00000582954,0.0004391786,0.000002129093,0.00007917803],"genre_scores_gemma":[0.9988152,0.0001620485,0.000096481,0.00001889412,0.000009258884,0.00001113401,0.0008453861,0.000002820108,0.00003883991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111938,"threshold_uncertainty_score":0.02225727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106312362107242,"score_gpt":0.234762338322602,"score_spread":0.2241311021118778,"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."}}