{"id":"W2153625246","doi":"10.1200/jco.2012.42.5496","title":"NEW and RENEW: Building the Case for Weight Loss in Breast Cancer","year":2012,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Breast cancer; Weight loss; Observational study; Randomized controlled trial; Cancer; Calorie; Obesity; Weight change; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02338516,0.0007277972,0.001810502,0.002115761,0.002131099,0.007258677,0.002615998,0.006799985,0.015025],"category_scores_gemma":[0.06794838,0.0004672668,0.002180137,0.001743363,0.007831049,0.01427984,0.006204134,0.01830657,0.002206661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003507438,"about_ca_system_score_gemma":0.006379277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00636589,"about_ca_topic_score_gemma":0.01032568,"domain_scores_codex":[0.9889031,0.006994706,0.0005273463,0.0009820965,0.001988895,0.0006039545],"domain_scores_gemma":[0.944267,0.04115752,0.002436732,0.002645007,0.00544608,0.004047758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006809182,0.000315299,0.00778858,0.004874322,0.0008688842,0.0003610464,0.002154097,0.0003658392,0.0002108897,0.05526938,0.2667388,0.6603719],"study_design_scores_gemma":[0.0005399038,0.0005017533,0.01365221,0.02093103,0.0008976124,0.0005803131,0.003366025,0.000748627,0.000267464,0.230366,0.7279345,0.0002145006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002288181,0.3106045,0.001192877,0.6676139,0.01253218,0.00003146891,0.0001257701,0.00005249219,0.005558611],"genre_scores_gemma":[0.07948782,0.4772739,0.007046858,0.3906251,0.03953642,0.0003493949,0.0002613109,0.0001850849,0.005234169],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02338516,"threshold_uncertainty_score":0.123674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161072773322836,"score_gpt":0.4866438675642553,"score_spread":0.3705365902319718,"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."}}