{"id":"W3092529470","doi":"10.1111/dme.14420","title":"Canadian Real‐World Outcomes of Omnipod Initiation in People with Type 1 Diabetes (COPPER study): Evidence from the LMC Diabetes Registry","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"Insulet Corporation","keywords":"Medicine; Cohort; Propensity score matching; Type 2 diabetes; Diabetes mellitus; Internal medicine; Cohort study; Retrospective cohort study; Endocrinology","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":[0.0008813976,0.0002784457,0.0008710783,0.0003103621,0.00008222194,0.00002488626,0.0004309361,0.00007115875,0.0007479921],"category_scores_gemma":[0.002135248,0.0001584005,0.00005382195,0.001707892,0.0002185304,0.0001323086,0.0001062793,0.0004308582,0.00004174251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588062,"about_ca_system_score_gemma":0.0003720055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02670311,"about_ca_topic_score_gemma":0.09094345,"domain_scores_codex":[0.9972404,0.0002178126,0.0005579938,0.0004744588,0.0008901608,0.0006191596],"domain_scores_gemma":[0.9973838,0.00107338,0.0001756566,0.0006921149,0.0002331325,0.0004418926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005854645,0.0001180544,0.9875188,0.0001978093,0.0002377467,0.00002342851,0.002716503,0.000009714462,0.0007466223,0.00001732177,0.006920467,0.001434913],"study_design_scores_gemma":[0.002178874,0.001409421,0.9914851,0.001168845,0.0003603159,4.35799e-8,0.001748233,0.0005063696,0.0003701071,0.00004181118,0.0005624541,0.0001683889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335166,0.001065836,9.867156e-7,0.06034285,0.0001492239,0.001277449,0.00001102879,0.00003793463,0.003598088],"genre_scores_gemma":[0.9951747,0.0001222582,0.00004847134,0.003668071,0.0002665877,0.00007438497,0.00008887421,0.00004083078,0.000515807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06424034,"threshold_uncertainty_score":0.9797782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025796827965451,"score_gpt":0.3101012681752263,"score_spread":0.2598432998955718,"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."}}