{"id":"W1999046878","doi":"10.1158/0008-5472.sabcs10-pd03-01","title":"Abstract PD03-01: Significant Reduction of Triple-Negative Breast Cancers in Diabetic Women on Metformin","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Metformin; Medicine; Internal medicine; Breast cancer; Diabetes mellitus; Incidence (geometry); Triple-negative breast cancer; Cohort; Cancer; Type 2 diabetes; Oncology; Retrospective cohort study; Gynecology; Endocrinology","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":[0.0003893692,0.0001454302,0.0002859843,0.0003227157,0.0002456708,0.0003869763,0.0002090804,0.0002223718,0.002287743],"category_scores_gemma":[0.001573496,0.00009172716,0.000522544,0.0007099962,0.00008040848,0.0001391984,0.0001572072,0.0004657564,0.0001762668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349951,"about_ca_system_score_gemma":0.0003362364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178345,"about_ca_topic_score_gemma":0.002520291,"domain_scores_codex":[0.9997974,0.00005064464,0.00002802572,0.00004322016,0.00006091051,0.00001984639],"domain_scores_gemma":[0.9992486,0.0001524191,0.000379521,0.00002925784,0.00008193718,0.0001082492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006489657,0.0004248114,0.942033,0.0003828194,0.0005000229,0.0004662898,0.0000393626,0.00006187218,0.002445992,0.00004408588,0.001854832,0.04525713],"study_design_scores_gemma":[0.0001545949,0.0009196858,0.9959537,0.00002799692,0.000422019,0.000598009,0.00005064547,0.0001360862,0.0004573363,0.0000331654,0.00124233,0.000004368701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912627,0.003976617,0.0001788863,0.0003246687,0.00008560502,0.00003673317,0.001793326,0.00002520859,0.002316314],"genre_scores_gemma":[0.9975582,0.0007827884,0.0002288558,0.0001979695,0.00003548547,0.00001776067,0.000761111,0.000004496361,0.0004133164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002287743,"threshold_uncertainty_score":0.007653296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001772466394213,"score_gpt":0.3496607107530475,"score_spread":0.3196429860891054,"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."}}