{"id":"W2145834032","doi":"10.1186/1897-4287-2-1-5","title":"The Prevention of Hereditary Breast and Ovarian Cancer: A Personal View","year":2004,"lang":"en","type":"article","venue":"Hereditary Cancer in Clinical Practice","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Coalition for Research in Women's Health","funders":"","keywords":"Medicine; Oophorectomy; Ovarian cancer; Prophylactic Mastectomy; Breast cancer; Tamoxifen; Gynecology; Prophylactic Surgery; Mastectomy; Oncology; Mammography; Obstetrics; Cancer; Internal medicine; Hysterectomy; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002108902,0.0007192588,0.001005309,0.0008599959,0.001764123,0.003498207,0.0009746942,0.008223577,0.02240366],"category_scores_gemma":[0.003663239,0.0003154655,0.000529458,0.0006397609,0.002444434,0.004529014,0.001822185,0.01099193,0.009510984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283289,"about_ca_system_score_gemma":0.001575291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149072,"about_ca_topic_score_gemma":0.004040011,"domain_scores_codex":[0.9988133,0.0002908501,0.0000895659,0.0001702328,0.0005257889,0.0001102955],"domain_scores_gemma":[0.9963702,0.0008050211,0.000141097,0.0001797968,0.0008463013,0.001657604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005310738,0.0001702515,0.002121956,0.0003291271,0.00003026285,0.0007179267,0.0002808226,0.0001335079,0.0006923157,0.007128849,0.8470544,0.1412875],"study_design_scores_gemma":[0.0000201298,0.0001007135,0.001455045,0.0004467504,0.00002526539,0.002598989,0.0002767443,0.00005920028,0.00009537239,0.005305617,0.9895962,0.00002006824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001128693,0.1228174,0.0008418658,0.8054701,0.03218361,0.00001306527,0.00005677272,0.00009703432,0.03739154],"genre_scores_gemma":[0.01491929,0.2221299,0.002502488,0.5327518,0.1161744,0.00004601431,0.00006050285,0.00005433183,0.1113612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02240366,"threshold_uncertainty_score":0.07494771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536854494760066,"score_gpt":0.3965387940786671,"score_spread":0.3611702491310664,"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."}}