{"id":"W3215742803","doi":"10.1161/circ.144.suppl_1.12222","title":"Abstract 12222: The Role of Metformin in Abdominal Aortic Aneurysm: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Circulation","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metformin; Meta-analysis; Abdominal aortic aneurysm; Internal medicine; Asymptomatic; Diabetes mellitus; Sitagliptin; Cochrane Library; Surgery; Aneurysm; Insulin; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309871,0.0002291524,0.003380195,0.00007155217,0.00003914305,0.00002430921,0.0001757424,0.00009986317,0.0008652129],"category_scores_gemma":[0.0001462351,0.0001187594,0.001170165,0.0009116917,0.00006325827,0.00008875868,0.00007031496,0.0001606846,0.00003195999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008395865,"about_ca_system_score_gemma":0.00001733757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261962,"about_ca_topic_score_gemma":0.00003263571,"domain_scores_codex":[0.9979581,0.00038059,0.0008979753,0.0003144866,0.0003168771,0.0001319985],"domain_scores_gemma":[0.9985613,0.0002879555,0.0006367771,0.0004678009,0.000009571146,0.00003657499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[5.766798e-7,0.00006482405,0.00007728805,0.9240269,0.02312074,0.00004090502,0.00008482781,0.0002439962,0.00001067822,0.0000453714,0.00001335629,0.05227055],"study_design_scores_gemma":[0.00003674751,0.000005363883,0.0009148698,0.01287708,0.9829765,0.0001374925,0.00001875596,0.0005481169,0.000001244694,0.0000415901,0.002197847,0.0002443811],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008986008,0.998128,0.000008857719,0.00001198211,0.00001290729,0.001500114,0.000007118177,0.000004087909,0.0002370536],"genre_scores_gemma":[0.008969191,0.9907451,0.00004503846,0.00002570434,0.000006419429,0.0001392097,0.00002830935,0.00001313876,0.00002790798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9598558,"threshold_uncertainty_score":0.9473474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443564361277839,"score_gpt":0.2969623458034344,"score_spread":0.262526702190656,"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."}}