{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004791565,0.0003439736,0.0003570121,0.001421414,0.002077249,0.001096478,0.0008522401,0.0006329275,0.003350788],"category_scores_gemma":[0.002598087,0.0003479902,0.0006520604,0.003429648,0.0007107191,0.0002483397,0.0003984882,0.0008604349,0.0001746602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008462467,"about_ca_system_score_gemma":0.01155029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804648,"about_ca_topic_score_gemma":0.975848,"domain_scores_codex":[0.9996032,0.00004608374,0.00002305012,0.00005730354,0.0001076152,0.0001628756],"domain_scores_gemma":[0.9986246,0.0001657418,0.000324032,0.00004599807,0.000560832,0.0002788037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949263,0.00003445416,0.9959154,0.00003578261,0.00008063397,0.0001092631,0.0003515791,0.00003185113,0.0002893094,0.0001015138,0.0006092824,0.002146063],"study_design_scores_gemma":[0.00001442226,0.00002366099,0.9981517,0.00002343094,0.00006410464,0.0000882289,0.0007353019,0.00005553193,0.00005429827,0.00003428604,0.0007470272,0.000007935749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989616,0.002975258,0.00008216371,0.0008496025,0.00004349738,0.00002624282,0.00182955,0.000009277356,0.004568337],"genre_scores_gemma":[0.9970288,0.0008261484,0.00008175751,0.0001408129,0.00001357399,0.000007892482,0.0004512461,0.000002925292,0.001446966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953518,"threshold_uncertainty_score":0.06139982,"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."}}