{"id":"W4404538341","doi":"10.1016/j.jcjd.2024.09.139","title":"Understanding the Real-World Impact of Type 2 Diabetes on Employer-Sponsored Benefit Plans in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857852,0.0003129003,0.0005571266,0.001698654,0.003495303,0.004585938,0.001962474,0.001306497,0.00460435],"category_scores_gemma":[0.007924607,0.0004700477,0.00106814,0.00537706,0.001200155,0.00147455,0.001949609,0.003280151,0.0002245396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1200817,"about_ca_system_score_gemma":0.1292846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998512,"about_ca_topic_score_gemma":0.9992241,"domain_scores_codex":[0.9965211,0.0003602133,0.0001601449,0.0002524454,0.00100891,0.001697222],"domain_scores_gemma":[0.9916692,0.001050769,0.001460316,0.0001221852,0.00293922,0.002758306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898153,0.000332252,0.9357125,0.0002702514,0.0003723503,0.0004433414,0.00408509,0.002552376,0.0001535782,0.006201756,0.02376052,0.02592606],"study_design_scores_gemma":[0.00003987669,0.00004064644,0.966966,0.0005466815,0.0001998743,0.00009779853,0.01476784,0.00308933,0.00007553034,0.0009240303,0.01317726,0.00007511528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987494,0.011792,0.0002792799,0.05642284,0.0001927817,0.0001026115,0.01463456,0.0000258418,0.01780075],"genre_scores_gemma":[0.9912694,0.004047417,0.0002232137,0.001741703,0.00003638266,0.0000196817,0.001605696,0.000007518468,0.00104904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200817,"threshold_uncertainty_score":0.8712581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09417107228787515,"score_gpt":0.3689857822632415,"score_spread":0.2748147099753663,"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."}}