{"id":"W4385143405","doi":"10.1038/s41598-023-38431-z","title":"Diabetes medications and cancer risk associations: a systematic review and meta-analysis of evidence over the past 10 years","year":2023,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"University of British Columbia; Michael Smith Health Research BC","keywords":"Medicine; Internal medicine; Relative risk; Diabetes mellitus; Metformin; Breast cancer; Randomized controlled trial; Gastroenterology; Cancer; Insulin; Endocrinology; Confidence interval","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":[0.01333786,0.003112965,0.01712172,0.008760489,0.0007068248,0.003515749,0.002007842,0.002191799,0.002821977],"category_scores_gemma":[0.03523619,0.001892811,0.02948145,0.01135396,0.0007108458,0.001727166,0.001747911,0.001870521,0.0002920918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516335,"about_ca_system_score_gemma":0.005721812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117924,"about_ca_topic_score_gemma":0.02937558,"domain_scores_codex":[0.9894634,0.004612827,0.003515969,0.0009452566,0.00117752,0.0002849843],"domain_scores_gemma":[0.9766679,0.01594058,0.004908623,0.0006306319,0.001591931,0.0002603144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000911603,0.00002386256,0.004629831,0.4878878,0.4914404,0.0001339178,0.00008546555,0.0003273224,0.0001484897,0.0000950405,0.000700069,0.01361616],"study_design_scores_gemma":[0.0002996484,0.0001363263,0.00398927,0.04596444,0.9471992,0.0001416184,0.00004582889,0.0000965913,0.00009073117,0.0001435042,0.001870963,0.0000219941],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001598384,0.9974788,0.0001964181,0.000134806,0.00008264161,0.0001256322,0.0002827339,0.00001036977,0.00009018552],"genre_scores_gemma":[0.05642493,0.9401433,0.00143546,0.0005962721,0.0001477148,0.0005759092,0.000511432,0.00001486791,0.0001500569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01712172,"threshold_uncertainty_score":0.07053816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004648654099664,"score_gpt":0.3779042283729085,"score_spread":0.2774393629629422,"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."}}