{"id":"W1572608926","doi":"10.1155/2015/413276","title":"Quality of Care for Patients with Type 2 Diabetes Mellitus in Dubai: A HEDIS-Like Assessment","year":2015,"lang":"en","type":"article","venue":"International Journal of Endocrinology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Guideline; Blood pressure; Type 2 Diabetes Mellitus; Diabetes mellitus; Retinopathy; Diabetic retinopathy; Nephropathy; Health care; Pediatrics; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002665861,0.0001027102,0.0005288893,0.0002529847,0.000008908085,0.000007912632,0.0001848842,0.00004671352,0.0000166303],"category_scores_gemma":[0.0003492059,0.00007754352,0.000184387,0.00007630627,0.00007273048,0.00009251232,0.00003958566,0.0001705244,0.000001527269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971102,"about_ca_system_score_gemma":0.0002814191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530073,"about_ca_topic_score_gemma":0.0001954679,"domain_scores_codex":[0.9984939,0.00008418244,0.0005170834,0.0001218775,0.0005886769,0.0001943254],"domain_scores_gemma":[0.997029,0.0001057313,0.0003349517,0.000140593,0.002296224,0.00009348225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002143518,0.0007062562,0.8391232,0.0001129364,0.001501167,0.00007538663,0.0005992367,0.0001263394,0.00008742406,0.0005960184,0.0003111002,0.1546175],"study_design_scores_gemma":[0.01476597,0.004041164,0.9545773,0.0002344706,0.0001425617,0.0000402423,0.0007481783,0.00001850366,0.001144605,0.0004675575,0.02368386,0.0001355592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950354,0.002323073,0.0002205121,0.0002906064,0.001181055,0.0002548036,0.00002570134,0.000005322839,0.0006635127],"genre_scores_gemma":[0.996299,0.0001191676,0.003132007,0.0001156535,0.0002474482,0.00001063894,0.00004187296,0.00001269392,0.00002154442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544819,"threshold_uncertainty_score":0.3162133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582159186150398,"score_gpt":0.3378610418959487,"score_spread":0.3120394500344448,"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."}}