{"id":"W4362465857","doi":"10.3390/curroncol30040298","title":"The Association between Metformin and the Cancer-Specific Mortality Rate in Nasopharyngeal Cancer Patients: Real-World Evidence","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Medical University; China Medical University Hospital","keywords":"Medicine; Nasopharyngeal cancer; Metformin; Regimen; Cancer; Internal medicine; Propensity score matching; Oncology; Clinical endpoint; Radiation therapy; Randomized controlled trial; Nasopharyngeal carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008066851,0.0004467176,0.001194531,0.001149109,0.0002777906,0.001569456,0.0008613056,0.001123991,0.003458081],"category_scores_gemma":[0.02607117,0.0003076806,0.003786513,0.002111785,0.0006289461,0.0008679306,0.0005471465,0.001022828,0.0002612466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591809,"about_ca_system_score_gemma":0.0008857095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603892,"about_ca_topic_score_gemma":0.00212406,"domain_scores_codex":[0.9959038,0.001953279,0.0008966561,0.0005802319,0.0005474003,0.0001185947],"domain_scores_gemma":[0.9677156,0.0197155,0.01008889,0.0009115171,0.001245219,0.0003233113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01725161,0.0005636772,0.7061993,0.03654962,0.08297344,0.0002823426,0.0001287725,0.001121799,0.0004161284,0.001054038,0.002356542,0.1511027],"study_design_scores_gemma":[0.00303372,0.003559892,0.8201299,0.01772807,0.1297406,0.0009122608,0.0004019192,0.002356437,0.000779409,0.00211744,0.01911739,0.0001230029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2169645,0.7724597,0.001071766,0.003445743,0.0004869066,0.0001248525,0.002544939,0.000019496,0.002881961],"genre_scores_gemma":[0.8458998,0.1493371,0.001064828,0.001283509,0.0007408538,0.00008558715,0.001357912,0.000007557742,0.0002228727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008066851,"threshold_uncertainty_score":0.04266208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09877633155708954,"score_gpt":0.4093222062824136,"score_spread":0.3105458747253241,"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."}}