{"id":"W2597556088","doi":"10.1200/jco.2013.31.15_suppl.tps1608","title":"Change in mammographic density with metformin use: A companion study to NCIC study MA.32.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Metformin; Breast cancer; Internal medicine; Oncology; Placebo; Cancer; Gynecology; Insulin; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00299525,0.0001631669,0.001723714,0.0003880027,0.00003082594,0.0000201255,0.0001536218,0.0001441859,0.0001463686],"category_scores_gemma":[0.0006951443,0.00009952067,0.000207301,0.0004668389,0.0001010995,0.0002449115,0.00007930252,0.001051426,0.00002666856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704142,"about_ca_system_score_gemma":0.0003725123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279571,"about_ca_topic_score_gemma":0.02130306,"domain_scores_codex":[0.9967363,0.0004935128,0.001778258,0.0002372525,0.000482699,0.0002719224],"domain_scores_gemma":[0.9971443,0.0008200619,0.0008220551,0.0002540529,0.000449598,0.000509938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003078859,0.0104955,0.9362499,0.000006963569,0.0002478707,0.001018541,0.001647868,0.000002670232,0.000007612554,0.000003390873,0.0005110943,0.04672974],"study_design_scores_gemma":[0.0100113,0.06281688,0.9197918,0.00006204357,0.0003042239,0.0001872493,0.004083747,0.00002189512,0.000001673616,0.00001359934,0.002606688,0.00009887614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951453,0.00007108204,0.00002508336,0.002230245,0.0006026472,0.001859711,9.430511e-7,0.000008946104,0.00005609553],"genre_scores_gemma":[0.9968382,0.00006979895,0.0006497718,0.00175852,0.0005786587,0.00003218654,5.052943e-7,0.00001734521,0.00005498059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05232139,"threshold_uncertainty_score":0.9965556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2559064000256187,"score_gpt":0.5037873218244326,"score_spread":0.2478809217988139,"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."}}