{"id":"W2063476025","doi":"10.1111/dom.12465","title":"Incretin‐based medications for type 2 diabetes: an overview of reviews","year":2015,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Systematic review; Checklist; Cochrane Library; Observational study; MEDLINE; Randomized controlled trial; Incretin; Internal medicine; Type 2 diabetes; Diabetes mellitus; Psychology; 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":[0.02136099,0.00271172,0.009791053,0.02372708,0.0008213706,0.003979751,0.002655276,0.002763231,0.003378507],"category_scores_gemma":[0.0704097,0.00198861,0.009635076,0.02007942,0.0008373703,0.003712544,0.002253526,0.00200953,0.0004891812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005805377,"about_ca_system_score_gemma":0.01455598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008832945,"about_ca_topic_score_gemma":0.02161427,"domain_scores_codex":[0.9776291,0.007344027,0.00930849,0.001289795,0.003878228,0.0005504189],"domain_scores_gemma":[0.9336153,0.04445904,0.01320945,0.0008018612,0.007326485,0.0005878348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001744062,0.00002368275,0.000596787,0.9116616,0.005987758,0.00006855054,0.0001942218,0.00012969,0.0001954276,0.0004322925,0.003005192,0.07753039],"study_design_scores_gemma":[0.000179707,0.0001866111,0.002667611,0.9244679,0.03461778,0.0003492976,0.0001951823,0.0001270726,0.0001691921,0.0005210486,0.0364792,0.00003934564],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001564646,0.9991279,0.0001032668,0.000197044,0.0000961752,0.0001224999,0.00009384297,0.00000630963,0.00009648121],"genre_scores_gemma":[0.002427246,0.9956033,0.0009994422,0.0003019336,0.00009804463,0.0004158643,0.0001009536,0.000004083884,0.00004915558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02372708,"threshold_uncertainty_score":0.1129691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1672527777361959,"score_gpt":0.4005807717538717,"score_spread":0.2333279940176758,"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."}}