{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002073135,0.0001924616,0.001724433,0.0001310467,0.00003861217,0.00001119292,0.000148384,0.001265211,0.0002511112],"category_scores_gemma":[0.0004601982,0.000103694,0.0004971355,0.00008270719,0.0001722716,0.00007315414,0.00005190583,0.003743398,0.000001220866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790246,"about_ca_system_score_gemma":0.002207102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555866,"about_ca_topic_score_gemma":0.000742927,"domain_scores_codex":[0.9972058,0.0002135674,0.001846662,0.0001919045,0.0002000159,0.0003420364],"domain_scores_gemma":[0.9943658,0.0032543,0.00170432,0.000183111,0.0001956389,0.0002968126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00126707,0.00006948366,0.04209421,0.00006654962,0.0002302007,0.007465489,0.00005109682,7.94461e-7,0.000002383593,0.000009276898,0.7501535,0.1985899],"study_design_scores_gemma":[0.005044593,0.001063191,0.03918958,0.0002587415,0.0008022428,0.02373784,0.00001511679,0.000008781806,0.00000147292,0.0002396024,0.9295321,0.0001067019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05872436,0.004768356,0.0001428221,0.931489,0.004420966,0.0002833333,0.00004341804,0.000003149256,0.0001246061],"genre_scores_gemma":[0.07919906,0.01338283,0.002537758,0.7891997,0.1140671,0.00001829225,0.000006055643,0.00007666315,0.001512572],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1984832,"threshold_uncertainty_score":0.998555,"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."}}