{"id":"W2103463982","doi":"10.1186/bcr1293","title":"Changes in body weight and the risk of breast cancer in BRCA1 and BRCA2mutation carriers","year":2005,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McGill University; Ottawa Regional Cancer Foundation; Université du Québec; BC Cancer Agency; Women's College Hospital; University of Toronto","funders":"","keywords":"Surgical oncology; Breast cancer; Medicine; Oncology; Cancer; Internal medicine","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":[0.001119653,0.0001296538,0.0003371889,0.0003613444,0.00008025665,0.00002474638,0.00008949172,0.00008689131,0.0003597602],"category_scores_gemma":[0.00003741891,0.00008690896,0.00003172519,0.0005986136,0.0005768299,0.00009926448,0.00007873069,0.0005227708,0.000001318932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952659,"about_ca_system_score_gemma":0.0003431645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1104794,"about_ca_topic_score_gemma":0.1383058,"domain_scores_codex":[0.9983364,0.0002144345,0.0002315192,0.000316624,0.0004989917,0.0004019697],"domain_scores_gemma":[0.9992527,0.0001581475,0.00007126778,0.0002023242,0.0001724639,0.000143045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002597466,0.00005261779,0.8083166,0.0001293817,0.0000616859,0.000008551224,0.00314189,0.00003641747,0.001190973,0.000104006,0.0002787671,0.1840816],"study_design_scores_gemma":[0.005273629,0.00004188597,0.9900808,0.0003215107,0.00003618374,0.00006487279,0.0008058472,0.001439653,0.0004011155,0.00007449916,0.001368693,0.00009125101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680668,0.006620273,0.00000127344,0.02389939,0.0000506646,0.0006363263,0.0004581637,0.000007808235,0.0002593325],"genre_scores_gemma":[0.9784129,0.02071611,0.000009310807,0.0001059379,0.0003089746,0.0002281749,0.000003998288,0.00002076793,0.0001937832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839904,"threshold_uncertainty_score":0.895444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333667907452509,"score_gpt":0.3660553211140928,"score_spread":0.3427186420395677,"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."}}