{"id":"W2171441059","doi":"10.1136/ebmed-2011-100035","title":"Intensive glucose lowering (HbA1c target<6.0%) for people with type 2 diabetes increases mortality","year":2011,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00627668,0.00205673,0.002961132,0.001943837,0.002335935,0.003074729,0.005158206,0.02280664,0.02842982],"category_scores_gemma":[0.0438792,0.0007995585,0.00246764,0.002268652,0.001823102,0.00298901,0.00101647,0.02268071,0.02151232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199019,"about_ca_system_score_gemma":0.005956491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0327607,"about_ca_topic_score_gemma":0.03265513,"domain_scores_codex":[0.9945024,0.001516272,0.0005036591,0.0008078667,0.00231161,0.0003582539],"domain_scores_gemma":[0.9696297,0.01587566,0.001456399,0.0005192523,0.01058381,0.00193522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001229288,0.000007820143,0.00003057225,0.0004133218,0.00002201434,0.00002369376,0.00001861232,0.000008740206,0.00002714913,0.000299662,0.9938113,0.005214163],"study_design_scores_gemma":[0.001037352,0.0002067444,0.002178942,0.007699913,0.0003961796,0.0001423421,0.0002272254,0.0001523368,0.0002331681,0.002964047,0.9846443,0.0001175797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001704753,0.03301332,0.000120677,0.6306819,0.3283665,0.00006030975,0.001642285,0.0001340319,0.005810534],"genre_scores_gemma":[0.002419162,0.02758591,0.0002470029,0.6671544,0.288031,0.0001585807,0.000597135,0.0001103044,0.01369658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0327607,"threshold_uncertainty_score":0.09510726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011980582554704,"score_gpt":0.2846489121697051,"score_spread":0.2345291063441581,"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."}}