{"id":"W2808187053","doi":"10.1111/dme.13764","title":"Ultrasound detection of insulin‐induced lipohypertrophy in Type 1 and Type 2 diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Novo Nordisk","keywords":"Medicine; Vascularity; Subclinical infection; Palpation; Diabetes mellitus; Ultrasound; Type 2 diabetes; Physical examination; Echogenicity; Type 1 diabetes; Radiology; Pathology; 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":[0.003468729,0.0003759223,0.0003526403,0.001186605,0.0002035265,0.0008117549,0.0005241815,0.0007082496,0.0007220075],"category_scores_gemma":[0.01315648,0.0002124554,0.000236559,0.0008154934,0.000482478,0.0005006574,0.0005609997,0.0005727179,0.00009668923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843707,"about_ca_system_score_gemma":0.0003053748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437729,"about_ca_topic_score_gemma":0.001637709,"domain_scores_codex":[0.9979001,0.000885459,0.0004147738,0.0002134407,0.0004709852,0.0001151741],"domain_scores_gemma":[0.9927686,0.002373103,0.003720765,0.0002291239,0.0005721668,0.0003362214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004174726,0.00007112999,0.9935922,0.00006937865,0.00003462301,0.0001832434,0.00009072298,0.00006143907,0.000984078,0.00001916897,0.0000869786,0.004389594],"study_design_scores_gemma":[0.00002275968,0.0003146936,0.9965855,0.00006742256,0.00004383547,0.001059972,0.0002425043,0.0004914409,0.001005878,0.00003430215,0.0001251324,0.000006640446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964365,0.001607555,0.0005955383,0.0001140583,0.00002137149,0.00004144126,0.0001182584,0.00001045351,0.001054894],"genre_scores_gemma":[0.9978279,0.0003970957,0.001441337,0.00006873009,0.00002444622,0.00002491709,0.0001387604,0.000002363596,0.00007431098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003468729,"threshold_uncertainty_score":0.01834458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785635724909683,"score_gpt":0.2739611953851333,"score_spread":0.2561048381360365,"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."}}