{"id":"W2552235514","doi":"10.1200/jco.2016.68.4480","title":"Obesity and Breast Cancer Prognosis: Evidence, Challenges, and Opportunities","year":2016,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":400,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Breast cancer; Obesity; Overweight; Oncology; Cancer; Internal medicine; Psychological intervention; Estrogen receptor","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":[],"consensus_categories":[],"category_scores_codex":[0.002862625,0.0002719401,0.005124077,0.0001699738,0.0000328526,0.00001143114,0.0001288631,0.0008449655,0.0001510833],"category_scores_gemma":[0.0007744353,0.0001412104,0.0006656956,0.00003769679,0.0004501668,0.0001496914,0.0001060482,0.00118815,0.00000335164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752213,"about_ca_system_score_gemma":0.004375699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002590916,"about_ca_topic_score_gemma":0.0000464169,"domain_scores_codex":[0.996251,0.0005167429,0.002455613,0.0002755455,0.0002827077,0.0002183806],"domain_scores_gemma":[0.9932321,0.002756679,0.002859111,0.0001583194,0.000342478,0.0006513541],"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":[0.0002900441,0.0002347751,0.001191804,0.005342207,0.000654553,0.0003721745,0.00002955153,9.961157e-10,1.877059e-8,0.00008737473,0.002157385,0.9896401],"study_design_scores_gemma":[0.001067609,0.002582343,0.0210903,0.05264641,0.002929449,0.00302412,0.00003425661,1.29695e-7,1.338617e-8,0.00004671737,0.9164424,0.0001362711],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004451299,0.9852793,8.99154e-7,0.01239932,0.001064301,0.0003246136,0.00003491231,0.000006815711,0.000444667],"genre_scores_gemma":[0.0004368038,0.9954327,0.00005437893,0.0004820687,0.003241751,0.0000186809,7.458304e-7,0.00002668509,0.0003061475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895039,"threshold_uncertainty_score":0.7762302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6184352284105114,"score_gpt":0.566566294170403,"score_spread":0.0518689342401083,"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."}}