{"id":"W2022648554","doi":"10.1245/aso.2006.03.049","title":"Effect of Obesity on Presentation of Breast Cancer","year":2006,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation; American Cancer Society","keywords":"Surgical oncology; Medicine; Breast cancer; Obesity; Presentation (obstetrics); Oncology; General surgery; Internal medicine; Cancer; Surgery","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":[0.0002282314,0.00006851355,0.000486953,0.00006355604,0.000008136705,4.972138e-7,0.00003632041,0.00009921717,0.0003420884],"category_scores_gemma":[0.000008054229,0.00004839971,0.0001389383,0.0001112183,0.0001316206,0.00001997663,0.00001338386,0.00007737024,0.000002132862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002199367,"about_ca_system_score_gemma":0.0000688136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387283,"about_ca_topic_score_gemma":0.00008492206,"domain_scores_codex":[0.9992461,0.00009123691,0.0002827118,0.000103308,0.0001658985,0.0001107325],"domain_scores_gemma":[0.9991965,0.0003353064,0.0001902706,0.00009992637,0.0001337664,0.00004423684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01756972,0.002427801,0.7231447,0.0008276958,0.0002182335,0.0001104507,0.0001219511,0.0002919807,0.01440631,0.001614681,0.02126617,0.2180004],"study_design_scores_gemma":[0.00300205,0.005476409,0.7905017,0.0001287572,0.00009187484,0.00002693509,0.000008362464,0.00003041441,0.1604239,0.0000844415,0.04016237,0.00006274282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872975,0.000266912,0.000001734248,0.002506979,0.00008473496,0.0001709878,0.0000608792,0.000005533836,0.009604698],"genre_scores_gemma":[0.9986911,0.0009423723,0.000005119675,0.00005423088,0.0001178321,0.000007374702,0.00001206258,0.00000503924,0.0001648056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2179376,"threshold_uncertainty_score":0.6632289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345958516208659,"score_gpt":0.4113262920950222,"score_spread":0.3767304404741563,"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."}}