{"id":"W4395464280","doi":"10.1111/acem.14922","title":"Metformin for Type 2 diabetes mellitus","year":2024,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Metformin; Type 2 Diabetes Mellitus; Diabetes mellitus; Internal medicine; Type 2 diabetes; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391255,0.000639996,0.0008713769,0.0008038806,0.0004641267,0.0008697639,0.0007062164,0.001307922,0.02742969],"category_scores_gemma":[0.005645612,0.0001289298,0.0007824815,0.001136187,0.0002306041,0.0006836464,0.0008760142,0.002025759,0.01166089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105759,"about_ca_system_score_gemma":0.001228651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005508589,"about_ca_topic_score_gemma":0.001209389,"domain_scores_codex":[0.9987708,0.0004372693,0.000147239,0.0001105593,0.0004436718,0.00009043669],"domain_scores_gemma":[0.9984164,0.0004563771,0.0004060461,0.00009973314,0.0003114416,0.000309916],"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":[0.0003154674,0.000118505,0.0008793957,0.003192695,0.0002006577,0.0003569317,0.00004146014,0.0001028037,0.0005768012,0.005579474,0.4786789,0.5099568],"study_design_scores_gemma":[0.00024892,0.0002191303,0.001922997,0.002786301,0.000184495,0.0008286279,0.00001467857,0.00008802291,0.0001845331,0.004092528,0.9894107,0.00001916027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003630909,0.7721119,0.004776476,0.05349376,0.03309572,0.0003824969,0.003399755,0.0006165776,0.1284923],"genre_scores_gemma":[0.06195075,0.718375,0.0143007,0.08750041,0.03767254,0.000883641,0.006090643,0.0002447832,0.07298171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02742969,"threshold_uncertainty_score":0.09176147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453029565749683,"score_gpt":0.440479078524952,"score_spread":0.2951761219499837,"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."}}