{"id":"W4389850772","doi":"10.1155/2023/1057639","title":"Assessing Risk Classification in Medication-Induced Diabetes during Induction Therapy in Pediatric Acute Lymphoblastic Leukemia","year":2023,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Prednisone; Pediatrics; Incidence (geometry); Retrospective cohort study; Cohort; Diabetes mellitus; Risk factor; Disease; Internal medicine; Lymphoblastic Leukemia; Leukemia; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007596094,0.0001670857,0.0002283512,0.001055673,0.0003259031,0.0006862819,0.0003558762,0.0002331196,0.000516055],"category_scores_gemma":[0.003139197,0.0001554842,0.0002762811,0.001467195,0.0001728607,0.0002741934,0.0004031434,0.0004722135,0.0000925146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032084,"about_ca_system_score_gemma":0.0008389206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04391708,"about_ca_topic_score_gemma":0.07460262,"domain_scores_codex":[0.999511,0.0001544782,0.00007145613,0.000045486,0.0001146723,0.0001028627],"domain_scores_gemma":[0.9975431,0.0003411474,0.001607119,0.00006750254,0.0001919432,0.0002491716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000209211,0.000003929314,0.9994733,0.000001626275,0.000003514483,0.00001613328,0.00001853392,0.00001300861,0.00001530818,0.00000170399,0.00002103199,0.000410853],"study_design_scores_gemma":[0.00000129516,0.00002894637,0.9995832,0.000003771714,0.000005384116,0.00009599044,0.00009588422,0.00009661662,0.00003113107,0.000002602528,0.00005434436,8.852664e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991432,0.0002367121,0.00005654404,0.0000370896,0.000002969742,0.00001153024,0.0002087435,0.000002256147,0.0003008663],"genre_scores_gemma":[0.9992912,0.0001529024,0.0001599202,0.00001641066,0.000003949563,0.000008717662,0.0002998998,0.000001213276,0.00006574731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391708,"threshold_uncertainty_score":0.08732295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515638571168776,"score_gpt":0.3127154502665148,"score_spread":0.277559064554827,"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."}}