{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078228,0.000387839,0.0005150464,0.0008114649,0.000633653,0.0009644988,0.0005866549,0.001090823,0.007016319],"category_scores_gemma":[0.009510925,0.0003938454,0.001799833,0.001077402,0.0005078304,0.0007772723,0.0007428292,0.001895868,0.0004570766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876279,"about_ca_system_score_gemma":0.001106764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008749978,"about_ca_topic_score_gemma":0.008138265,"domain_scores_codex":[0.9987023,0.0006268123,0.00009032396,0.0001332186,0.0001276434,0.0003196971],"domain_scores_gemma":[0.9927469,0.002870087,0.00142794,0.0004886748,0.00035371,0.002112614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006131001,0.0004985626,0.9880306,0.000019881,0.0003032596,0.0004210957,0.00006168119,0.00009558992,0.0005423223,0.00005081368,0.0002032359,0.003641806],"study_design_scores_gemma":[0.0000489408,0.000789735,0.9980574,0.000008149165,0.0001542934,0.0003514736,0.000133304,0.0001640108,0.00005825254,0.00004538686,0.0001802558,0.0000087486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966293,0.0007019157,0.00004630095,0.000373068,0.00005589468,0.000007105296,0.0002369574,0.000007388255,0.001942137],"genre_scores_gemma":[0.9990908,0.0001681674,0.0000355757,0.0000542415,0.00007237791,0.000003581755,0.0001308162,0.000005922959,0.0004385376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008749978,"threshold_uncertainty_score":0.02347195,"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."}}