{"id":"W2909021772","doi":"10.1016/j.jchf.2018.10.002","title":"Reply","year":2018,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Novo Nordisk; Boehringer Ingelheim; Canadian Diabetes Association","keywords":"Medicine; Type 2 diabetes; Dipeptidyl peptidase-4; Glucagon-like peptide-1; Randomized controlled trial; Internal medicine; Placebo; Clinical trial; Diabetes mellitus; Pharmacology; Meta-analysis; Endocrinology; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000111278,0.0003227322,0.0005463205,0.0001788737,0.0000619485,0.00005208154,0.0001105274,0.0004877648,0.00234642],"category_scores_gemma":[0.000035467,0.0002568273,0.0002662253,0.0001369839,0.00006714396,0.00005442852,0.00008902841,0.0007791193,0.005114219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004223,"about_ca_system_score_gemma":0.00007330147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003166359,"about_ca_topic_score_gemma":0.000004099272,"domain_scores_codex":[0.9983299,0.00003447599,0.0002371041,0.0005094061,0.0004131687,0.0004759225],"domain_scores_gemma":[0.9988137,0.00003775692,0.00007062577,0.0008944728,0.00009133204,0.00009209086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008549876,0.0000377987,0.0008001089,0.0002577124,0.0002594639,0.0003871576,0.00002088666,1.003382e-8,0.00001674813,0.000007557303,0.9976681,0.0005358793],"study_design_scores_gemma":[0.0006472703,0.0003697939,0.0005529468,0.0002482144,0.0004167259,0.00002881504,0.000008566682,0.000001655686,0.0001107017,0.00005555922,0.9973354,0.0002243532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004755548,0.0001401955,0.000004083707,0.9773105,0.0005302488,0.0007131657,0.00001466513,0.0002220088,0.02058958],"genre_scores_gemma":[0.0001087932,0.000009611153,0.003583581,0.8510911,0.01005685,0.00007443146,0.0006856293,0.00007331472,0.1343167],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1262194,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449649665373301,"score_gpt":0.254823245817871,"score_spread":0.240326749164138,"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."}}