{"id":"W2972754170","doi":"10.3949/ccjm.86a.18031","title":"Diabetes management: Beyond hemoglobin A<sub>1c</sub>","year":2019,"lang":"en","type":"review","venue":"Cleveland Clinic Journal of Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage College","funders":"","keywords":"Medicine; Glycemic; Hypoglycemia; Intensive care medicine; Diabetes mellitus; Diabetes management; Disease management; Disease; Type 2 diabetes; Internal medicine; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002154245,0.0008219687,0.005448634,0.0009667587,0.00006560008,0.00002812272,0.0005542411,0.0004260084,0.0006927058],"category_scores_gemma":[0.0002268964,0.0004944967,0.001328229,0.0005805423,0.0002593887,0.0001324037,0.0001978414,0.001075624,0.0008440192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678991,"about_ca_system_score_gemma":0.0002713981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.980247e-7,"about_ca_topic_score_gemma":4.169874e-7,"domain_scores_codex":[0.9946871,0.0001997726,0.002800505,0.0005364765,0.001081168,0.0006949813],"domain_scores_gemma":[0.9955211,0.000591516,0.002328145,0.0008187644,0.0002365508,0.0005038974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006330959,0.0003269594,0.0001806811,0.02552208,0.004893607,0.0006493004,0.00003180807,7.39462e-8,0.000001743826,0.00009772351,0.07525063,0.8929821],"study_design_scores_gemma":[0.007999679,0.002553837,0.0002175479,0.06378134,0.02813441,0.0001884553,0.00009126624,0.000001078736,0.000005844193,0.0003320297,0.8963208,0.000373745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000501731,0.9720258,0.00002303577,0.0009930524,0.002923302,0.001467335,0.00001715104,0.00003461582,0.02201401],"genre_scores_gemma":[0.0001433079,0.9863402,0.000212326,0.00109597,0.00204713,0.00002860794,0.0001750958,0.0001231891,0.009834236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8926083,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799688147379178,"score_gpt":0.3517241721551062,"score_spread":0.2937272906813144,"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."}}