{"id":"W1940641804","doi":"10.1111/1753-0407.12257","title":"Specialist‐led diabetes registries and predictors of poor glycemic control in type 2 diabetes: Insights into the functionally refractory patient from the <scp>LMC D</scp>iabetes <scp>R</scp>egistry database","year":2015,"lang":"en","type":"article","venue":"Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); McMaster University; University of Toronto","funders":"Sanofi; AstraZeneca","keywords":"Glycemic; Medicine; Type 2 diabetes; Diabetes mellitus; Logistic regression; Internal medicine; Referral; Insulin; Endocrinology; Family medicine","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":[0.003821554,0.0001058612,0.0003449816,0.004041689,0.0003643382,0.001002958,0.0004982332,0.0004085845,0.001076313],"category_scores_gemma":[0.0188891,0.000161572,0.000429007,0.008802085,0.0001608955,0.000774778,0.0007974653,0.0002962504,0.0001362227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952139,"about_ca_system_score_gemma":0.001742303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624131,"about_ca_topic_score_gemma":0.04044262,"domain_scores_codex":[0.9972942,0.001240547,0.0006698348,0.0002369365,0.0003862966,0.0001721606],"domain_scores_gemma":[0.9756612,0.008082569,0.0132139,0.0005952425,0.001706945,0.0007402016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004367289,0.00001668879,0.9952603,0.0001588793,0.00004631047,0.00009274474,0.0001800773,0.00002037499,0.00002580975,0.00005390491,0.0004197657,0.003681483],"study_design_scores_gemma":[0.0000217909,0.00005066753,0.9960949,0.0003470343,0.0001048758,0.0003902104,0.001117705,0.0002044594,0.00004755531,0.00005291682,0.001559794,0.000008089234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845544,0.00781489,0.0001672686,0.0007813596,0.00000862632,0.00004781195,0.004585233,0.000006849762,0.002033609],"genre_scores_gemma":[0.9922888,0.003686267,0.0005143739,0.000277173,0.00003574348,0.00005762923,0.003027709,0.000002825707,0.0001095896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624131,"threshold_uncertainty_score":0.03229356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157673031795701,"score_gpt":0.2148403841798564,"score_spread":0.2032636538618994,"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."}}