{"id":"W2110020655","doi":"10.2337/diacare.28.3.600","title":"Clinical Inertia in Response to Inadequate Glycemic Control","year":2005,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":390,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Specialty; Confounding; Propensity score matching; Primary care; Insulin; Psychological intervention; Internal medicine; Intensive care medicine; Primary care physician; Emergency medicine; Family medicine; Endocrinology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003216357,0.0001681286,0.0004070462,0.000224729,0.00002340931,0.00001785958,0.0001026403,0.00008747415,0.0001021867],"category_scores_gemma":[0.0002693991,0.0001460637,0.0001258901,0.0002363132,0.00003328729,0.0000692094,0.00005739274,0.0001474048,0.001503518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950787,"about_ca_system_score_gemma":0.00004654129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004984607,"about_ca_topic_score_gemma":0.0000386569,"domain_scores_codex":[0.9985987,0.0001077246,0.0003757404,0.0003197046,0.0001777983,0.0004203577],"domain_scores_gemma":[0.9991226,0.0001924415,0.00004255697,0.0003588678,0.00006401951,0.0002194834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925444,0.0001697766,0.8117743,0.0000347214,0.00008215151,0.00002688242,0.0003975267,0.00004306697,0.0008806451,0.0000233559,0.001905593,0.1827365],"study_design_scores_gemma":[0.01073251,0.0016535,0.8359147,0.0001827797,0.0001714206,2.420816e-7,0.0003297951,0.0003130562,0.0006483208,0.00001176444,0.1498287,0.0002132875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991676,0.0005606664,0.000005562705,0.00488324,0.0001386741,0.0007347723,0.000017433,0.00006150931,0.001922098],"genre_scores_gemma":[0.9926193,0.00001411462,0.0004861264,0.005853202,0.0001813065,0.0001242293,0.00004352283,0.00002557702,0.0006526457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825232,"threshold_uncertainty_score":0.999274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392210539751401,"score_gpt":0.299021268512845,"score_spread":0.285099163115331,"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."}}