{"id":"W3136160617","doi":"10.1158/1055-9965.epi-20-1652","title":"Weight Regain and Breast Cancer–Related Biomarkers Following an Exercise Intervention in Postmenopausal Women","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Cancer Foundation; Alberta Health Services","funders":"Alberta Innovates; Ministerio de Educación, Cultura y Deporte; Canadian Institutes of Health Research; University of Southern California; Alberta Cancer Foundation; Canadian Cancer Society","keywords":"Medicine; Breast cancer; Internal medicine; Sex hormone-binding globulin; Biomarker; Confidence interval; Insulin resistance; Estrone; Weight loss; Body mass index; Cancer; Endocrinology; Homeostatic model assessment; Obesity; Oncology; Physiology; Hormone; Biology; Androgen","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":[0.0006521349,0.0002622923,0.0003660743,0.0002482734,0.0002340258,0.0002854572,0.000243283,0.000332945,0.0005913518],"category_scores_gemma":[0.001336606,0.0001432601,0.0002854567,0.0004720911,0.0001632028,0.0001120928,0.0002423497,0.000357115,0.00006944299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005439107,"about_ca_system_score_gemma":0.0005062193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156495,"about_ca_topic_score_gemma":0.03220902,"domain_scores_codex":[0.9998275,0.00005003207,0.000008222657,0.00002399739,0.0000484523,0.00004171431],"domain_scores_gemma":[0.999558,0.00006878599,0.0002154267,0.00002261767,0.00005570077,0.00007943121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008235314,0.0007265827,0.9729732,0.0001101968,0.0006239864,0.00006500036,0.0001270687,0.0001512487,0.001257136,0.000009580743,0.0001934962,0.01552719],"study_design_scores_gemma":[0.00006265524,0.0006195235,0.9989506,0.000005351952,0.00009110756,0.00001890667,0.00002418595,0.00005481889,0.0000701921,0.000008374509,0.00009285082,0.000001282103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988675,0.0007192239,0.00003156993,0.00004427837,0.000003865387,0.00001955787,0.0000970686,0.000003859866,0.0002130878],"genre_scores_gemma":[0.9992543,0.0002661515,0.0000577517,0.00003235572,0.000005804592,0.00001467568,0.0001724453,7.157744e-7,0.0001958337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156495,"threshold_uncertainty_score":0.04287887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539611639487602,"score_gpt":0.3576476230340778,"score_spread":0.3322515066392017,"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."}}