{"id":"W2075269516","doi":"10.1016/j.diabres.2007.03.021","title":"Treatment satisfaction and quality of life using an early insulinization strategy with insulin glargine compared to an adjusted oral therapy in the management of Type 2 diabetes: The Canadian INSIGHT Study","year":2007,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; Sanofi (Canada); McGill University; University of Calgary; Kingston General Hospital; Thames Valley Children's Centre; McMaster University; Queen's University","funders":"","keywords":"Medicine; Insulin glargine; Hypoglycemia; Quality of life (healthcare); Diabetes mellitus; Internal medicine; Type 2 diabetes; Randomized controlled trial; Insulin; Patient satisfaction; Physical therapy; Endocrinology; Surgery; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102292,0.0001522076,0.0004227965,0.0003320765,0.00022598,0.0001221953,0.0001750982,0.00008862541,0.00001337693],"category_scores_gemma":[0.0008128581,0.00008318229,0.00002543579,0.001353602,0.0003517873,0.0003806434,0.000065502,0.0004669216,0.000001540503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008819043,"about_ca_system_score_gemma":0.000242938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03829983,"about_ca_topic_score_gemma":0.09204236,"domain_scores_codex":[0.9955799,0.001923956,0.0006958975,0.0003801065,0.0009234603,0.0004966574],"domain_scores_gemma":[0.9963151,0.001821479,0.0001688126,0.0005053988,0.0007578498,0.0004313799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002511599,0.002888599,0.9007151,0.00007841633,0.0004662198,0.00001445516,0.001204884,0.00003164259,0.00008051914,0.0001696227,0.000004229794,0.09183478],"study_design_scores_gemma":[0.00418362,0.01868375,0.9656483,0.0000502501,0.00008886889,1.346575e-7,0.009818566,0.00113206,0.00002877647,0.00002758002,0.0002491646,0.00008896141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957237,0.0004221145,0.000005181574,0.0007532912,0.00002773011,0.00249748,0.000006223443,0.000007824778,0.0005564967],"genre_scores_gemma":[0.9988319,0.0004343369,0.0003567401,0.0002308286,0.00005079052,0.00002558705,0.00002755869,0.00001704464,0.00002521515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09174582,"threshold_uncertainty_score":0.9681042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3375399390981058,"score_gpt":0.509625105192183,"score_spread":0.1720851660940772,"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."}}