{"id":"W2605027303","doi":"10.1093/annonc/mdx152","title":"Impact of baseline BMI and weight change in CCTG adjuvant breast cancer trials","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; Sunnybrook Health Science Centre; Juravinski Cancer Centre; BC Cancer Agency; Alberta Health Services; Saint John Regional Hospital; University of Calgary; Canadian Cancer Society; McGill University; McMaster University; Queen's University; University of Toronto","funders":"National Cancer Institute; Canadian Cancer Society Research Institute; National Institutes of Health","keywords":"Medicine; Oncology; Breast cancer; Adjuvant; Internal medicine; Baseline (sea); Cancer; Weight change; Gynecology; Obesity; Weight loss","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007662034,0.0009025154,0.003400146,0.0004760762,0.0004064816,0.001393995,0.000565148,0.001635665,0.00415068],"category_scores_gemma":[0.02058772,0.0005419666,0.004234162,0.0008966526,0.0006829313,0.001555491,0.0007459885,0.003399033,0.0003932397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472223,"about_ca_system_score_gemma":0.002008129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315784,"about_ca_topic_score_gemma":0.008059052,"domain_scores_codex":[0.9938547,0.004407058,0.0004795336,0.0003749652,0.0004260399,0.0004577031],"domain_scores_gemma":[0.9941077,0.003063459,0.001360288,0.000390024,0.0002930389,0.0007853894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8857594,0.001550415,0.01517014,0.002530797,0.01536981,0.0001000806,0.0001003046,0.002397068,0.001036174,0.0005773554,0.003989956,0.07141858],"study_design_scores_gemma":[0.5871557,0.169077,0.1658667,0.002060169,0.05191572,0.0003335647,0.0003187592,0.005237772,0.001464905,0.003691337,0.01270762,0.0001706871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058877,0.07294025,0.0007846389,0.006604295,0.002619519,0.001001602,0.001890963,0.0001431385,0.008127854],"genre_scores_gemma":[0.992,0.003953579,0.0004028858,0.001167895,0.0006428419,0.0003936975,0.0007023423,0.00002111425,0.0007156365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007662034,"threshold_uncertainty_score":0.04052114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2869131212422897,"score_gpt":0.537653625518548,"score_spread":0.2507405042762583,"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."}}