{"id":"W2098429606","doi":"10.1111/j.1742-1241.2009.02296.x","title":"Practical steps to improving the management of type 1 diabetes: recommendations from the Global Partnership for Effective Diabetes Management","year":2010,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"GlaxoSmithKline","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Type 2 diabetes; General partnership; Disease management; Insulin; Epidemiology; Disease; Diabetes management; Type 1 diabetes; Internal medicine; 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":[0.013249,0.001673203,0.002580171,0.003076165,0.000878209,0.00228048,0.002880985,0.005554206,0.005834299],"category_scores_gemma":[0.01621509,0.0006801925,0.001566306,0.004103236,0.001267357,0.004157999,0.002649612,0.007674639,0.003513356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588752,"about_ca_system_score_gemma":0.01320275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006665417,"about_ca_topic_score_gemma":0.01666405,"domain_scores_codex":[0.9951988,0.002276943,0.0007258375,0.000195759,0.001357611,0.0002451923],"domain_scores_gemma":[0.9915158,0.004033443,0.001040825,0.0002063829,0.00217097,0.001032581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007759692,0.0002315481,0.0004160388,0.02494149,0.0001715559,0.0003484485,0.0004591244,0.0004673409,0.0001782439,0.005874278,0.2606511,0.7061833],"study_design_scores_gemma":[0.0001732999,0.0001220205,0.002348947,0.0716069,0.0003047158,0.0007457761,0.0008893441,0.0002369861,0.0001055344,0.01041041,0.9129977,0.00005839791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002722249,0.8655843,0.002110577,0.1213039,0.005472121,0.0002459293,0.0001982739,0.00008707987,0.004725503],"genre_scores_gemma":[0.00205131,0.9623249,0.01714693,0.01539567,0.0009192064,0.0003109703,0.0002471554,0.0000181226,0.001585836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.013249,"threshold_uncertainty_score":0.07006824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034309318945713,"score_gpt":0.5697703818481525,"score_spread":0.3663394499535813,"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."}}