{"id":"W2024693626","doi":"10.1007/s00125-010-2018-z","title":"Meta-analysis of trial data may support a causal role of hyperglycaemia in cancer. Reply to Yang XL, Ma RCW, Chan JCN [letter]","year":2010,"lang":"en","type":"article","venue":"Diabetologia","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Meta-analysis; Oncology; Medicine; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01982104,0.001336619,0.003764325,0.001758616,0.001787169,0.002692254,0.004096062,0.01712047,0.00626812],"category_scores_gemma":[0.1175289,0.0009211602,0.004382701,0.002705346,0.002663493,0.00386712,0.001312951,0.02852713,0.002474758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763455,"about_ca_system_score_gemma":0.002453551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005284143,"about_ca_topic_score_gemma":0.006571253,"domain_scores_codex":[0.9915732,0.004996281,0.001150646,0.001001187,0.001005443,0.0002733149],"domain_scores_gemma":[0.8758379,0.1087003,0.004139142,0.00275776,0.007042663,0.001522281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001251759,0.00003600543,0.007077484,0.001319067,0.002554777,0.00213387,0.0001396769,0.0004355783,0.0004155917,0.002149492,0.9569967,0.02549016],"study_design_scores_gemma":[0.005734956,0.001030417,0.03049727,0.00510657,0.01154948,0.01033599,0.001084166,0.006218418,0.00317074,0.07449495,0.8499742,0.0008030031],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008257828,0.01663093,0.0004973835,0.9485693,0.03246101,0.00001552367,0.0003928912,0.00005259375,0.0005546064],"genre_scores_gemma":[0.01405548,0.01027095,0.0006220319,0.8818637,0.09140962,0.00005968262,0.0001869096,0.00004606877,0.001485597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01982104,"threshold_uncertainty_score":0.1048249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06998914482956388,"score_gpt":0.3357212813129261,"score_spread":0.2657321364833622,"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."}}