{"id":"W3120647134","doi":"10.1002/14651858.cd002966.pub4","title":"Metformin monotherapy for type 2 diabetes mellitus","year":2015,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Metformin; Medicine; Type 2 Diabetes Mellitus; Type 2 diabetes; Diabetes mellitus; Intensive care medicine; Internal medicine; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","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":[0.0008333538,0.0006944209,0.002330372,0.00173062,0.0002198031,0.0006059154,0.0006353741,0.0008064332,0.005326151],"category_scores_gemma":[0.002542605,0.0002466205,0.002586804,0.001414639,0.0001712465,0.000590056,0.0004273494,0.001088765,0.0004412132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005285706,"about_ca_system_score_gemma":0.0008144939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987235,"about_ca_topic_score_gemma":0.004887355,"domain_scores_codex":[0.9994302,0.0002618546,0.0001252597,0.00004148094,0.0001092969,0.00003192561],"domain_scores_gemma":[0.9992241,0.000502525,0.0001792399,0.00001348375,0.00005265133,0.00002804383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001805475,0.00007948686,0.0002906338,0.3593027,0.005432511,0.0001921793,0.00007484781,0.0002294413,0.0005901829,0.0008015411,0.01301915,0.6181819],"study_design_scores_gemma":[0.00728651,0.002596715,0.01322977,0.5283824,0.06877877,0.002862913,0.0003630039,0.0005816639,0.001244291,0.002893345,0.3716753,0.0001053585],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003490044,0.9990991,0.0000274197,0.00007027173,0.0001043371,0.00001464898,0.00002617365,0.000002531084,0.0003065394],"genre_scores_gemma":[0.006788909,0.9923689,0.000153863,0.0002556075,0.0001181947,0.00003912302,0.0000497047,0.000001314611,0.0002243891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005326151,"threshold_uncertainty_score":0.01781774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432641413316801,"score_gpt":0.4056893611968254,"score_spread":0.2624252198651452,"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."}}