{"id":"W2889659866","doi":"10.1200/jco.2018.36.15_suppl.tps598","title":"The Breast Cancer Weight Loss (BWEL) trial: Randomized phase III trial evaluating the role of weight loss in adjuvant treatment of overweight and obese women with early-stage breast cancer (Alliance A011401).","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Overweight; Weight loss; Cancer; Hazard ratio; Internal medicine; Randomized controlled trial; Body mass index; Oncology; Obesity; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.006491596,0.0003293035,0.003661148,0.0001006358,0.000126315,0.00001742586,0.0002884718,0.0003044216,0.0006106299],"category_scores_gemma":[0.0005371216,0.0001389941,0.0005528653,0.0002848028,0.001927254,0.0001269181,0.0000577793,0.0006744617,0.000001157131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006375943,"about_ca_system_score_gemma":0.003430168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851965,"about_ca_topic_score_gemma":0.002275256,"domain_scores_codex":[0.9933404,0.001376251,0.003647245,0.0003496462,0.0007914758,0.0004949927],"domain_scores_gemma":[0.9897598,0.004379892,0.004291993,0.0004048925,0.0007946525,0.0003687883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7901538,0.002501135,0.03539692,0.00001948201,0.001209878,0.00006934979,0.001548021,0.000006546059,0.00009861699,0.00004383889,0.00007117915,0.1688812],"study_design_scores_gemma":[0.8991786,0.04177643,0.04516924,0.0003606323,0.001101313,0.0001559043,0.0003106689,0.0003817804,0.0001822588,0.0002185459,0.01101213,0.0001525204],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857763,0.005132277,0.00001115207,0.005226057,0.001592814,0.001939562,0.0001415323,0.000005209703,0.0001750672],"genre_scores_gemma":[0.9687881,0.02663065,0.00008271258,0.0002081958,0.003747196,0.0001969168,0.000001114327,0.00003272158,0.0003124252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687287,"threshold_uncertainty_score":0.7101046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536582109040022,"score_gpt":0.466055785757973,"score_spread":0.4006899646675728,"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."}}