{"id":"W4380743011","doi":"10.1016/j.clbc.2023.06.003","title":"Low Serum Vitamin D Associated With Increased Tumor Size and Higher Grade in Premenopausal Canadian Women With Breast Cancer","year":2023,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary; University of Manitoba","funders":"Alberta Cancer Foundation; Alberta Health Services","keywords":"Medicine; Breast cancer; Vitamin D and neurology; Prospective cohort study; Internal medicine; Cancer; Risk factor; Vitamin; Cohort; Population; vitamin D deficiency; Gynecology; Physiology; Gastroenterology; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001004488,0.0003886514,0.0009364812,0.0002359148,0.0001657547,0.00004795748,0.0001898311,0.0001825869,0.001044566],"category_scores_gemma":[0.0003926308,0.0002662276,0.00004541199,0.001368714,0.0007272795,0.0001465105,0.0001303115,0.0008174822,0.00002821961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145186,"about_ca_system_score_gemma":0.00224568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07642607,"about_ca_topic_score_gemma":0.3286544,"domain_scores_codex":[0.9963241,0.0002428127,0.0005455491,0.0007997896,0.0006899398,0.001397784],"domain_scores_gemma":[0.9970234,0.0007857968,0.0001554381,0.0003794261,0.0003471011,0.001308861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001263903,0.0003103801,0.9882444,0.0001652007,0.0006394659,0.00107495,0.0002204107,0.00001005551,0.000190695,0.000003893012,0.003381139,0.004495469],"study_design_scores_gemma":[0.00822091,0.0006381452,0.9882343,0.001423934,0.0001251934,0.00008998986,0.0003518117,0.0000674127,0.0000163794,0.00001491278,0.0004562245,0.0003607632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824256,0.0001159527,1.360268e-7,0.01451111,0.000165622,0.0007939149,0.001550908,0.0001316782,0.0003050318],"genre_scores_gemma":[0.9938377,0.0002354867,0.00001540879,0.002696754,0.000418774,0.0007816502,0.00002329672,0.00009224876,0.001898733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2522283,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582243798925853,"score_gpt":0.3357772846846219,"score_spread":0.3099548466953633,"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."}}