{"id":"W3124979526","doi":"10.1016/j.annonc.2020.12.014","title":"Diabetes, metformin and breast cancer: a tangled web","year":2021,"lang":"en","type":"letter","venue":"Annals of Oncology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; London Health Sciences Centre; Mount Sinai Hospital; Western University","funders":"Breast Cancer Research Foundation","keywords":"Medicine; Breast cancer; Metformin; Internal medicine; Type 2 diabetes; Cancer; Oncology; Hyperinsulinemia; Diabetes mellitus; Endocrinology; Insulin resistance; Obesity; Insulin","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":[0.003318131,0.0007419982,0.00163106,0.001350727,0.003009589,0.004294616,0.001536066,0.03158709,0.009635473],"category_scores_gemma":[0.0151853,0.0005785724,0.0008862165,0.000839834,0.003041466,0.006116282,0.002426309,0.03323187,0.004806508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918227,"about_ca_system_score_gemma":0.002257467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013903,"about_ca_topic_score_gemma":0.005466046,"domain_scores_codex":[0.997802,0.0007794368,0.0002262006,0.0002488124,0.0007759191,0.0001676993],"domain_scores_gemma":[0.9887339,0.007855028,0.0006147193,0.0003272152,0.0008910195,0.001578101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001120698,0.000082789,0.0006511076,0.00007892416,0.00003661186,0.001626472,0.00008238306,0.000070617,0.0001793308,0.005269118,0.9620111,0.02979944],"study_design_scores_gemma":[0.0003608458,0.0001183903,0.001776502,0.000515674,0.0000792338,0.003078361,0.0005172846,0.0005938344,0.0001496649,0.03400769,0.9587385,0.000063969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003592221,0.007003313,0.00009914162,0.9664057,0.02399913,0.000004846644,0.00002574879,0.00001596725,0.002086873],"genre_scores_gemma":[0.004137013,0.007268675,0.0002282589,0.7872005,0.1947541,0.00002308235,0.00002468887,0.00001979292,0.006343942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03158709,"threshold_uncertainty_score":0.03223389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183174564681244,"score_gpt":0.3145185191330181,"score_spread":0.2826867734862056,"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."}}