{"id":"W4387934053","doi":"10.1016/j.jcjd.2023.10.198","title":"EVIDENCE OF CLINICAL INERTIA FROM A RETROSPECTIVE COHORT ANALYSIS OF BASAL INSULIN INITIATION IN TYPE 2 DIABETES MELLITUS IN A CANADIAN COHORT USING ADMINISTRATIVE HEALTH DATA IN ALBERTA, CANADA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Cohort; Retrospective cohort study; Basal insulin; Diabetes mellitus; Basal (medicine); Type 2 Diabetes Mellitus; Cohort study; Internal medicine; Demography; Type 2 diabetes; Gerontology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005088332,0.0008889617,0.001081052,0.003043357,0.003397788,0.004085089,0.003329013,0.001146365,0.001901657],"category_scores_gemma":[0.01149866,0.001046994,0.002089394,0.009053348,0.00158316,0.0005906232,0.001550654,0.001490882,0.0001858672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01889844,"about_ca_system_score_gemma":0.033414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893005,"about_ca_topic_score_gemma":0.9903976,"domain_scores_codex":[0.994375,0.000966095,0.0005546712,0.001111001,0.001648252,0.001344984],"domain_scores_gemma":[0.9858644,0.001718893,0.003644004,0.001498244,0.005267139,0.002007393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009524904,0.00001230985,0.9979845,0.00001323876,0.0002224704,0.00006561052,0.0002034562,0.00007450758,0.00005643205,0.00007237469,0.0004245608,0.0007751813],"study_design_scores_gemma":[0.00001771586,0.0000145872,0.9982927,0.00003709671,0.0002177163,0.00006052075,0.0005094045,0.0004096222,0.00002562067,0.00003167227,0.0003688798,0.00001426122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903607,0.002331671,0.0003885395,0.0006977416,0.00007822451,0.00004688123,0.00412377,0.00002722196,0.001945156],"genre_scores_gemma":[0.9972405,0.0005259517,0.0003427362,0.0001827149,0.00002406638,0.00001113714,0.001348527,0.00001269911,0.0003116134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889844,"threshold_uncertainty_score":0.1371185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09263233860190466,"score_gpt":0.3747764667592995,"score_spread":0.2821441281573948,"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."}}