{"id":"W3003900313","doi":"10.1002/edm2.114","title":"Cardiovascular risk factor control in British adults with diabetes mellitus: Retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"Endocrinology Diabetes & Metabolism","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Medicine; Diabetes mellitus; Retrospective cohort study; Risk factor; Cohort; Cohort study; Internal medicine; Gerontology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00083266,0.0003831422,0.0009816941,0.001263929,0.0009342484,0.00136981,0.0008654481,0.000750087,0.001577102],"category_scores_gemma":[0.003274,0.001193449,0.0006591693,0.004347384,0.0003556347,0.0007589806,0.0008641602,0.001034277,0.0006174119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576898,"about_ca_system_score_gemma":0.001226022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2785729,"about_ca_topic_score_gemma":0.2926063,"domain_scores_codex":[0.9984976,0.000269772,0.0002480343,0.0003479569,0.0004350324,0.000201508],"domain_scores_gemma":[0.9970967,0.0002734767,0.001258875,0.0003485209,0.0006300011,0.00039245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000893209,0.00005209361,0.9980198,0.00004255387,0.0001171987,0.0000863154,0.000179207,0.00001790735,0.00009327546,0.00001203057,0.0003658371,0.0009244938],"study_design_scores_gemma":[0.00001696395,0.00004966667,0.9990361,0.00002363433,0.00004805396,0.0002007389,0.0001564575,0.00008711111,0.00001574714,0.000006995427,0.0003525424,0.000006071986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938352,0.001214575,0.0001598976,0.00008135027,0.00001684126,0.0000588147,0.00372691,0.00001147615,0.0008948995],"genre_scores_gemma":[0.9943251,0.001030706,0.0002975927,0.0001679991,0.00001998062,0.00007720244,0.003591843,0.000008555908,0.0004809748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2785729,"threshold_uncertainty_score":0.5539027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005893967492962862,"score_gpt":0.2032995087840491,"score_spread":0.1974055412910863,"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."}}