{"id":"W1979931818","doi":"10.1002/cncr.10680","title":"Prophylactic bilateral mastectomy","year":2002,"lang":"en","type":"article","venue":"Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Coalition for Research in Women's Health","funders":"","keywords":"Medicine; Mastectomy; Prophylactic Mastectomy; Family history; Prophylactic Surgery; Breast carcinoma; Breast cancer; Total Mastectomy; Surgery; Obstetrics; Gynecology; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002374254,0.00008137326,0.00005588264,0.00002141308,0.00004342377,0.00001580174,0.00009959521,0.00006352746,0.001119529],"category_scores_gemma":[0.00001182655,0.00007452021,0.00003729555,0.00007842745,0.00004497567,0.000002504001,0.0000333516,0.00005039104,0.00009044554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005591587,"about_ca_system_score_gemma":0.00003997694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008910906,"about_ca_topic_score_gemma":0.00001288411,"domain_scores_codex":[0.9994719,0.00001415011,0.00008183615,0.0002119778,0.00006818971,0.0001519589],"domain_scores_gemma":[0.9996542,0.000001826883,0.00003044738,0.0002257896,0.00004826465,0.00003947371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000485868,0.00007018246,0.008414522,0.00006238434,0.00008663957,0.000008465096,0.0002949798,0.0008058537,0.8680565,0.00005491741,0.05031267,0.07178424],"study_design_scores_gemma":[0.0007923201,0.0001525527,0.003636131,0.00001008617,0.00002847172,0.00002365172,0.00003054914,0.00048086,0.4431468,0.0000766665,0.5512825,0.0003394084],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839559,0.005575412,0.0002704114,0.0007857321,0.0006274109,0.0001632574,0.00001608547,0.0000223715,0.008583437],"genre_scores_gemma":[0.9888442,0.0001306046,0.0004917039,0.0005220314,0.0004950157,0.0001144131,0.00000705348,0.00001958417,0.009375443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5009698,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084350720912818,"score_gpt":0.2666222960355772,"score_spread":0.2457787888264491,"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."}}