{"id":"W2134392293","doi":"10.1093/jnci/94.20.1564","title":"Breast Cancer Risk Perception Among Women Who Have Undergone Prophylactic Bilateral Mastectomy","year":2002,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Coalition for Research in Women's Health; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mastectomy; Prophylactic Mastectomy; Breast cancer; Cancer; Surgery; Risk perception; Oncology; Perception; Obstetrics; Gynecology; General surgery; Internal medicine; Psychology","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":[0.0005781876,0.0001280612,0.0001707334,0.0002612725,0.0005637234,0.000480064,0.0001980148,0.0002588952,0.001694688],"category_scores_gemma":[0.003284929,0.0001266654,0.000238943,0.0003171736,0.0003949623,0.0001750569,0.0003091166,0.0003113431,0.0000941082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718425,"about_ca_system_score_gemma":0.001492416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2831348,"about_ca_topic_score_gemma":0.291014,"domain_scores_codex":[0.9996533,0.00005685204,0.00001859184,0.00002285903,0.0001533364,0.00009502429],"domain_scores_gemma":[0.9986283,0.0002890015,0.0004738148,0.00003756179,0.000239534,0.0003318446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001447357,0.00006357348,0.9869366,0.00002891202,0.00002567521,0.0001651683,0.005444568,0.00005751602,0.0003828772,0.0000225681,0.0002957732,0.006431995],"study_design_scores_gemma":[0.00001206092,0.0002035312,0.990944,0.00002201937,0.00001708044,0.0001961917,0.00753327,0.0001611484,0.00005141778,0.00001833775,0.0008314461,0.000009536864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991825,0.0001307666,0.00001892495,0.0001185037,0.000005098534,0.000007752629,0.00004684226,9.034938e-7,0.0004887282],"genre_scores_gemma":[0.9996461,0.00008979638,0.00002750059,0.00003345774,0.000002877952,0.000003335453,0.0000330922,3.292664e-7,0.0001636212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831348,"threshold_uncertainty_score":0.5629736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141507514984609,"score_gpt":0.2815799393186544,"score_spread":0.2601648641688084,"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."}}