{"id":"W2738463628","doi":"10.1111/ijcp.12973","title":"Initiating insulin: How to help people with type 2 diabetes start and continue insulin successfully","year":2017,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Jewish General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Eli Lilly and Company","keywords":"Medicine; Insulin; Discontinuation; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Intensive care medicine; Basal insulin; 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":[0.006726633,0.001206599,0.001623305,0.001555425,0.002982887,0.005313652,0.002798022,0.007217796,0.02763328],"category_scores_gemma":[0.03299618,0.0005710418,0.001792095,0.001195054,0.001312333,0.008651863,0.005238655,0.01055082,0.01792896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273363,"about_ca_system_score_gemma":0.006076952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004571284,"about_ca_topic_score_gemma":0.008947552,"domain_scores_codex":[0.9957256,0.00193973,0.0003284696,0.0002456799,0.001276603,0.0004838552],"domain_scores_gemma":[0.9879925,0.00388446,0.0009943335,0.0004546364,0.001992062,0.004681971],"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":[0.0001025529,0.0009839559,0.002074763,0.002171609,0.00006951229,0.0004338443,0.00184422,0.0001112345,0.0002167123,0.001715134,0.4202728,0.5700036],"study_design_scores_gemma":[0.0007171709,0.0009295471,0.01388575,0.02146093,0.0004021678,0.001854732,0.008916341,0.0006684622,0.00053698,0.02019854,0.9301897,0.000239667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01134436,0.09136511,0.01918756,0.7900141,0.02121867,0.001951307,0.0008767809,0.00335282,0.0606893],"genre_scores_gemma":[0.0789462,0.270615,0.1678669,0.4023487,0.02786513,0.007459255,0.002070658,0.0009772021,0.04185106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02763328,"threshold_uncertainty_score":0.09244251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05100988702093786,"score_gpt":0.404871406203345,"score_spread":0.3538615191824072,"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."}}