{"id":"W2334552479","doi":"10.1158/0008-5472.sabcs10-p4-09-17","title":"Abstract P4-09-17: Case-Matching Study Comparing Outcome of Unilateral and Synchronous Bilateral Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Cohort; Lymphovascular invasion; Internal medicine; Retrospective cohort study; Oncology; Cancer; Lymph node; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001244572,0.0001998836,0.0004082139,0.00116732,0.0007232922,0.0004310238,0.0003960987,0.0003209487,0.002462836],"category_scores_gemma":[0.004787486,0.0002662958,0.0004057915,0.001350653,0.000341003,0.000265885,0.0005059401,0.0002297182,0.000275895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009029541,"about_ca_system_score_gemma":0.0009976284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02418293,"about_ca_topic_score_gemma":0.01822666,"domain_scores_codex":[0.998782,0.0003635101,0.0001346769,0.0002903074,0.0002686692,0.0001607864],"domain_scores_gemma":[0.9984435,0.0003589191,0.0005007864,0.0002625776,0.0002041484,0.0002301367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002898798,0.00003836481,0.9980503,0.000008438135,0.00005761329,0.0001071033,0.00004743639,0.00002898846,0.0001746235,0.00002070937,0.00006687823,0.00110969],"study_design_scores_gemma":[0.0000673129,0.0003097546,0.9970696,0.00001048715,0.0001051968,0.0009237682,0.0002701505,0.0006471715,0.000250335,0.00005478542,0.000286304,0.000005034006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994389,0.00005031728,0.0001427543,0.000007179466,0.000003018021,0.00002693061,0.0001319414,0.00000135139,0.0001975555],"genre_scores_gemma":[0.9996567,0.00001460635,0.00007832166,0.000006737351,0.000002809486,0.000019839,0.0001445499,7.940882e-7,0.00007572318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02418293,"threshold_uncertainty_score":0.04808438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303743598650969,"score_gpt":0.4027702479926762,"score_spread":0.3497328120061666,"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."}}