{"id":"W2028587845","doi":"10.1089/gte.2004.8.139","title":"Subjective and Objective Risk of Breast Cancer in Ashkenazi Jewish Individuals at Risk for BRCA1/2 Mutations","year":2004,"lang":"en","type":"article","venue":"Genetic Testing","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Genetic counseling; Breast cancer; Family history; Medicine; Cancer; Genetic testing; Demography; Risk assessment; Oncology; Clinical psychology; Gynecology; Family medicine; Internal medicine; Genetics","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":[0.002135459,0.0002194165,0.0001974377,0.0005800519,0.0002882278,0.0006626757,0.0002178865,0.0003902511,0.001009939],"category_scores_gemma":[0.01182019,0.0001776113,0.0002913634,0.0003184033,0.0004330722,0.0004236377,0.0005639983,0.0004200705,0.0001721219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009028,"about_ca_system_score_gemma":0.0001724196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006413942,"about_ca_topic_score_gemma":0.008720469,"domain_scores_codex":[0.9987428,0.0005848657,0.00009694279,0.00009271861,0.000387382,0.00009532458],"domain_scores_gemma":[0.9929665,0.001869937,0.0035645,0.0003947744,0.0006609957,0.0005432646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001540149,0.00006493107,0.9966478,0.000007587892,0.00003635837,0.00002768118,0.0005388337,0.00007692364,0.0001476959,0.00001548361,0.00003196215,0.002250833],"study_design_scores_gemma":[0.000006220293,0.000255889,0.9984281,0.000005473843,0.00001552982,0.0001059093,0.0007472636,0.0002423975,0.00006828702,0.00003046817,0.00008614729,0.000008389564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995705,0.00007099848,0.00006148515,0.00001815963,0.000001841044,0.000003403912,0.00002701723,0.000001174289,0.0002453676],"genre_scores_gemma":[0.9996036,0.00003422773,0.0001433425,0.00001921801,0.000004183234,0.000004145782,0.00006118757,7.055875e-7,0.0001295134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006413942,"threshold_uncertainty_score":0.01275319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153716961039078,"score_gpt":0.2693579559653793,"score_spread":0.2578207863549885,"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."}}