{"id":"W4225820050","doi":"10.3389/fphar.2022.865988","title":"Metformin Use on Incidence and Oncologic Outcomes of Bladder Cancer Patients With T2DM: An Updated Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metformin; Bladder cancer; Hazard ratio; Internal medicine; Cochrane Library; Incidence (geometry); Meta-analysis; Oncology; Cancer; Odds ratio; Confidence interval; Insulin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01035847,0.002499871,0.01416971,0.0058541,0.0005345025,0.002927095,0.002011225,0.002109004,0.003368538],"category_scores_gemma":[0.02134396,0.001414808,0.05272649,0.006293482,0.000451216,0.001402941,0.001479404,0.002042574,0.0002863101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952927,"about_ca_system_score_gemma":0.002015458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007039393,"about_ca_topic_score_gemma":0.01045092,"domain_scores_codex":[0.9938318,0.002801704,0.001730073,0.0007437803,0.0006385982,0.0002541032],"domain_scores_gemma":[0.9880189,0.00799686,0.002261629,0.0005349457,0.0009762123,0.0002114667],"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":[0.003495177,0.00003195614,0.007860793,0.1006645,0.8796152,0.0001411799,0.00004610196,0.0006611072,0.0001724175,0.00007139499,0.0004919269,0.006748181],"study_design_scores_gemma":[0.0003975561,0.0001143129,0.005198552,0.003587842,0.9896862,0.0000706983,0.00001493009,0.0001695293,0.00005073715,0.00007513611,0.000619646,0.00001482511],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01505585,0.9823076,0.0005971776,0.0002483642,0.0002029612,0.0001693632,0.001043643,0.00003740306,0.0003378062],"genre_scores_gemma":[0.4036683,0.5883594,0.002584418,0.001118905,0.0004643565,0.0007782324,0.002376291,0.00006266744,0.000587354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01416971,"threshold_uncertainty_score":0.0547815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06428801084256648,"score_gpt":0.3677357250374539,"score_spread":0.3034477141948875,"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."}}