{"id":"W2504563561","doi":"10.17925/use.2015.11.1.30","title":"The Functionally Refractory Patient in Diabetes—Prevalence and Predictors within Specialist Care Registries","year":2015,"lang":"en","type":"article","venue":"US Endocrinology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boehringer Ingelheim (Canada); LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Refractory (planetary science); Diabetes mellitus; MEDLINE; Clinical Practice; Pediatrics; Intensive care medicine; Family medicine","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":[0.008989137,0.0001701585,0.0005334449,0.005863754,0.0005288994,0.002124422,0.000577426,0.000876074,0.001072605],"category_scores_gemma":[0.03437394,0.0002053148,0.0005257655,0.00797372,0.0005731641,0.001466904,0.0007831767,0.0007543517,0.000159089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009272777,"about_ca_system_score_gemma":0.002289923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355551,"about_ca_topic_score_gemma":0.007713098,"domain_scores_codex":[0.9928337,0.003218534,0.002103987,0.0004514438,0.001130956,0.0002612622],"domain_scores_gemma":[0.9593136,0.02363306,0.01020178,0.0006853227,0.005391167,0.0007752567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398839,0.00006997009,0.5787817,0.01465571,0.0007920575,0.003857871,0.008785143,0.0001889326,0.0005880001,0.005717078,0.1404561,0.2458676],"study_design_scores_gemma":[0.00007051846,0.000167026,0.7331118,0.03468749,0.001167617,0.01393569,0.01796903,0.0004080852,0.0004793956,0.002353686,0.1954985,0.00015122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2554996,0.5607399,0.002592567,0.1540842,0.008214845,0.0001464904,0.003631232,0.00009475755,0.01499634],"genre_scores_gemma":[0.6262548,0.3346906,0.003144673,0.01777429,0.01475736,0.0001262143,0.002439025,0.00003916307,0.0007738411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008989137,"threshold_uncertainty_score":0.04753971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747823442029421,"score_gpt":0.2455723365855541,"score_spread":0.2280941021652599,"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."}}