{"id":"W4416040514","doi":"10.1016/j.jcjd.2025.10.179","title":"A Call for a Multidisciplinary Approach to Improving Treatment of In-hospital Nonsevere Hypoglycemia for People Living With Diabetes","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Hypoglycemia; Multidisciplinary approach; Diabetes mellitus; Multidisciplinary team; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01859496,0.001241165,0.003016154,0.002307119,0.01010639,0.01251411,0.00546209,0.03509533,0.02315488],"category_scores_gemma":[0.0457281,0.001486096,0.006317642,0.001475368,0.006208284,0.01327286,0.01395278,0.05976949,0.002573862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01320104,"about_ca_system_score_gemma":0.07237913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0385922,"about_ca_topic_score_gemma":0.09211615,"domain_scores_codex":[0.9829553,0.00499538,0.002516755,0.001561478,0.004297999,0.003673147],"domain_scores_gemma":[0.8516484,0.02704096,0.006511879,0.003060771,0.02677313,0.0849649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003913282,0.001942864,0.009541865,0.001527601,0.0005291424,0.002573583,0.002549929,0.0007933194,0.0007748593,0.009909128,0.8366488,0.1328176],"study_design_scores_gemma":[0.00211061,0.001154178,0.06621663,0.02062464,0.0008747832,0.004484421,0.02438865,0.002145825,0.0004511798,0.03563168,0.8408824,0.001035002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001411104,0.004096236,0.0004888094,0.9821464,0.009574161,0.00003230917,0.0000278848,0.00006458344,0.002158413],"genre_scores_gemma":[0.03260461,0.01434017,0.009952886,0.9130888,0.02600098,0.0003453824,0.0001396258,0.0001036417,0.003423963],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0385922,"threshold_uncertainty_score":0.09834075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008825363781495732,"score_gpt":0.2465601653649553,"score_spread":0.2377348015834595,"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."}}