{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020448,0.0001063365,0.001017578,0.0001290568,0.00002607437,0.000003635604,0.0000850918,0.0001294682,0.0006211956],"category_scores_gemma":[0.0002993226,0.00007262839,0.0001564852,0.00004676733,0.0001665367,0.00008206926,0.00004901212,0.0001080769,0.000001305699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450366,"about_ca_system_score_gemma":0.0002825088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02416287,"about_ca_topic_score_gemma":0.003339373,"domain_scores_codex":[0.9990087,0.00009750689,0.0004463993,0.0001547385,0.00009894026,0.0001937463],"domain_scores_gemma":[0.9987795,0.0001582115,0.0005183085,0.0002795567,0.000153598,0.0001108442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001829972,0.0003187062,0.5954971,0.00006082195,0.0001287528,0.00002969844,0.0003543071,7.745022e-7,0.002678788,0.00001797431,0.003485101,0.395598],"study_design_scores_gemma":[0.003705398,0.001615526,0.9871396,0.0001602063,0.00006795095,0.00002723463,0.00001880177,0.00006989606,0.001232651,0.00004450187,0.005852385,0.00006580833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859372,0.00262597,0.000001757233,0.009957269,0.0001887221,0.0003108745,0.0003868351,0.000003928842,0.0005874013],"genre_scores_gemma":[0.988875,0.01029361,0.00002151693,0.0003179052,0.0003960711,0.00002542867,0.00000814448,0.000009696858,0.0000526588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3955322,"threshold_uncertainty_score":0.9823353,"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."}}