{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473937,0.0001478035,0.0002207989,0.0002744076,0.0003740735,0.0001768404,0.000194569,0.0001482259,0.008249094],"category_scores_gemma":[0.0007816509,0.00006659372,0.0001381377,0.0004734836,0.000267849,0.000149848,0.000236227,0.0002256572,0.0006635016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006311649,"about_ca_system_score_gemma":0.001294836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271482,"about_ca_topic_score_gemma":0.03316999,"domain_scores_codex":[0.9998066,0.00001685154,0.00001140125,0.00003510852,0.00007765609,0.0000523112],"domain_scores_gemma":[0.9995643,0.00006537297,0.0001822611,0.00003456023,0.00003671171,0.0001166547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009323391,0.0001303839,0.7424945,0.0005485276,0.0000912287,0.006817964,0.000227866,0.0003579229,0.00701012,0.000427711,0.007349655,0.2336119],"study_design_scores_gemma":[0.0001278139,0.0006680503,0.866762,0.0002644817,0.0001081039,0.1012787,0.0002464357,0.0002782463,0.001624021,0.0005044587,0.02812451,0.00001314002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445612,0.02036823,0.001859268,0.001129175,0.0001140058,0.0001234923,0.001793725,0.0001246416,0.02992626],"genre_scores_gemma":[0.9933748,0.003050942,0.0004726807,0.0002912046,0.00005939488,0.0000170207,0.0005412953,0.000006415748,0.002186198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271482,"threshold_uncertainty_score":0.027596,"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."}}