{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002108052,0.0003509281,0.0009397915,0.0003385849,0.0001160549,0.00001829913,0.0001098678,0.0004179348,0.0006912771],"category_scores_gemma":[0.0001340625,0.0003405001,0.0002790611,0.0005955459,0.0001570701,0.0003669289,0.0000959245,0.0003220799,0.000005603225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192367,"about_ca_system_score_gemma":0.0003409229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708168,"about_ca_topic_score_gemma":0.00141904,"domain_scores_codex":[0.9963206,0.0008393259,0.001017317,0.0009492351,0.0001535632,0.0007199554],"domain_scores_gemma":[0.9985856,0.000154579,0.0003767956,0.0004093453,0.00009889479,0.0003747925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534014,0.0003388424,0.7664726,0.0002288717,0.001361645,0.0001393246,0.0005730012,0.000006206906,0.005730557,0.0000769945,0.0009303649,0.2226076],"study_design_scores_gemma":[0.005908683,0.0004039056,0.9835719,0.002270941,0.0005743616,0.0001462505,0.0008965925,0.0009737673,0.0004179036,0.003058709,0.001343331,0.0004336362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535393,0.04027461,0.0001029198,0.003798751,0.001342075,0.0006693655,0.00005226982,0.0001177617,0.0001029694],"genre_scores_gemma":[0.9866157,0.01067563,0.0007258843,0.0004007928,0.00013163,0.0005177632,0.0003102498,0.00005512434,0.0005672415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222174,"threshold_uncertainty_score":0.9999047,"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."}}