{"id":"W4237745516","doi":"10.1016/j.jcjd.2015.09.085","title":"Dosing Irregularities and Self-Treated Hypoglycemia in Type 2 Diabetes: Results from the Canadian Cohort of an International Survey of Patients and Healthcare Professionals","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; Nordion (Canada); St. Michael's Hospital; University of Toronto","funders":"Novo Nordisk Canada; Novo Nordisk; Sanofi; Bristol-Myers Squibb Canada; Bristol-Myers Squibb","keywords":"Medicine; Dosing; Hypoglycemia; Cohort; Health professionals; Family medicine; Health care; Type 2 diabetes; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008813828,0.0008221893,0.000718076,0.001714953,0.002532937,0.001860061,0.001935825,0.001232968,0.001862546],"category_scores_gemma":[0.002787353,0.001001994,0.001864689,0.00642661,0.0005754122,0.0007734785,0.001392214,0.001852792,0.0002915529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017695,"about_ca_system_score_gemma":0.009370181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748468,"about_ca_topic_score_gemma":0.9762793,"domain_scores_codex":[0.9988739,0.00007221578,0.0000856374,0.0002140407,0.0003830802,0.0003712158],"domain_scores_gemma":[0.9977779,0.0001056598,0.0006446922,0.0001345574,0.0007732589,0.0005640103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008643435,0.00004659569,0.9978846,0.0000160552,0.0001100949,0.00003588292,0.0002968498,0.00004097731,0.00006149658,0.00002300373,0.0004219634,0.0009761974],"study_design_scores_gemma":[0.000005993618,0.00001316389,0.9992605,0.000009681519,0.00003190248,0.0000249781,0.0004049438,0.00006138132,0.00001009289,0.000006232774,0.0001630919,0.000008124738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913288,0.0006739463,0.00008261205,0.000219469,0.00002122877,0.00004907119,0.006035272,0.00001080894,0.001578845],"genre_scores_gemma":[0.9937117,0.0008052818,0.0002146943,0.0001591606,0.00001624673,0.00003161273,0.004379266,0.000009183675,0.0006728298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02515316,"threshold_uncertainty_score":0.07383925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446289916518762,"score_gpt":0.2959984950089629,"score_spread":0.2615355958437752,"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."}}