{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004664782,0.0005437526,0.00070674,0.001864328,0.001082821,0.00145175,0.001943722,0.000535883,0.00192741],"category_scores_gemma":[0.01470928,0.000390053,0.001267785,0.006405727,0.000519173,0.0003987038,0.001201194,0.0006220894,0.0001648716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007415393,"about_ca_system_score_gemma":0.01293586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9230728,"about_ca_topic_score_gemma":0.935165,"domain_scores_codex":[0.9958259,0.0009551364,0.0003964067,0.0006840037,0.001701432,0.0004372896],"domain_scores_gemma":[0.9863502,0.001253478,0.005561935,0.001026782,0.004831542,0.0009759666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004391186,0.00002632521,0.9890602,0.0003323162,0.0009482361,0.00002806115,0.0001155928,0.0001038693,0.00002428423,0.0001866653,0.003086474,0.005648871],"study_design_scores_gemma":[0.0001207407,0.00003696279,0.996414,0.0002435437,0.0008321662,0.00003225554,0.0001605537,0.000282326,0.00002944998,0.00003937037,0.001789284,0.00001930951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195715,0.01885552,0.0005276997,0.001602525,0.0001240116,0.0002155868,0.04873369,0.00003821648,0.01033123],"genre_scores_gemma":[0.9806487,0.004855546,0.0005794835,0.0003294237,0.00006350689,0.00009303757,0.01302844,0.000009046654,0.0003928526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07692719,"threshold_uncertainty_score":0.1547604,"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."}}