{"id":"W2841885917","doi":"10.1155/2018/3718958","title":"Nonsevere Hypoglycemia Episode Clinical and Economic Outcomes: A Comparison between Sulfonylurea and Sodium-Glucose Cotransporter 2 Inhibitor as Add-On to Metformin from a Canadian Perspective","year":2018,"lang":"en","type":"review","venue":"International Journal of Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Medicine; Sulfonylurea; Metformin; Hypoglycemia; Perspective (graphical); Internal medicine; Endocrinology; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003671999,0.000360569,0.002085973,0.001249433,0.00004898294,0.00007081374,0.0004723304,0.000275891,0.0003839159],"category_scores_gemma":[0.0003760194,0.0002685339,0.0004399155,0.00006408026,0.0003163472,0.0001054926,0.000156249,0.001027465,0.0003476527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039694,"about_ca_system_score_gemma":0.0008384243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008232173,"about_ca_topic_score_gemma":0.009693143,"domain_scores_codex":[0.9972911,0.0001558715,0.001308382,0.0004504487,0.0003579577,0.0004361691],"domain_scores_gemma":[0.9974818,0.0007611584,0.0005312749,0.0002161159,0.0003560283,0.0006536267],"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":[0.0009877754,0.0002220451,0.1570808,0.0003245621,0.009226489,0.001890468,0.0002525563,3.198604e-7,4.950729e-7,0.00105737,0.01758859,0.8113685],"study_design_scores_gemma":[0.002961438,0.00146889,0.01774423,0.002429021,0.001276865,0.0003151304,0.0001408882,0.000004257182,0.000006264764,0.0004902361,0.9728937,0.0002691174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2574764,0.7250039,0.00002161287,0.006887263,0.003328742,0.001455829,0.0008070034,0.00002254117,0.004996675],"genre_scores_gemma":[0.06816456,0.9249781,0.0006621039,0.001005435,0.003657411,0.00002682678,0.0001790468,0.00007379472,0.001252691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.955305,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07855900889601095,"score_gpt":0.4411179501822888,"score_spread":0.3625589412862779,"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."}}