{"id":"W3083494942","doi":"10.1007/s13300-020-00913-y","title":"Insulin Injection Practices in a Population of Canadians with Diabetes: An Observational Study","year":2020,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada; Manitoba Beekeepers' Association; Cégep Saint-Jean-sur-Richelieu","funders":"BD; Dexcom; Novo Nordisk; Sanofi; Janssen Pharmaceuticals; AstraZeneca; Eli Lilly and Company; Amgen","keywords":"Medicine; Insulin; Diabetes mellitus; Insulin pen; Observational study; Population; Injection site; Clinical Practice; Type 2 diabetes; Internal medicine; Surgery; Endocrinology; Physical therapy","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":[0.0009718104,0.0003171464,0.0004188186,0.001157747,0.002622357,0.001209064,0.001139887,0.0006313156,0.001622226],"category_scores_gemma":[0.003225851,0.0004236288,0.0005457699,0.004165886,0.0007500445,0.0005432426,0.0007546134,0.000930892,0.0001968921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01389457,"about_ca_system_score_gemma":0.01686865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9660587,"about_ca_topic_score_gemma":0.9632989,"domain_scores_codex":[0.9985973,0.00009984571,0.00009548474,0.0001865332,0.000665654,0.0003551317],"domain_scores_gemma":[0.9967521,0.000222733,0.001107417,0.00008419034,0.001025084,0.0008085145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003845118,0.00007946417,0.9969344,0.00002700692,0.0000242742,0.00005060684,0.000908841,0.0000197404,0.00006169231,0.0000163476,0.0003454777,0.001493712],"study_design_scores_gemma":[0.000007636414,0.00005674898,0.9975434,0.00002161606,0.0000134716,0.00006286622,0.001884408,0.0001115998,0.00001530675,0.000005148335,0.0002709478,0.000006926085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976655,0.0001974984,0.00004064031,0.0001754596,0.000005220671,0.00004995813,0.0009425117,0.000003736886,0.0009194895],"genre_scores_gemma":[0.9986144,0.0002850392,0.0001418099,0.0001605324,0.000005872781,0.00002253624,0.0006112329,0.000001925156,0.0001566032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03394133,"threshold_uncertainty_score":0.1008127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601835572730593,"score_gpt":0.369118346198004,"score_spread":0.2089347889249447,"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."}}