{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301777,0.0001572902,0.0001704779,0.00008806332,0.0001565433,0.00001433291,0.0001081307,0.000118101,0.00000722374],"category_scores_gemma":[0.0006756122,0.0001699742,0.00004948606,0.0002625641,0.0001510271,0.000004998566,0.0001089091,0.00009829476,9.192721e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806433,"about_ca_system_score_gemma":0.0003627109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008344946,"about_ca_topic_score_gemma":0.001998691,"domain_scores_codex":[0.9988532,0.00007049836,0.0002880272,0.0004283816,0.0001060796,0.0002538345],"domain_scores_gemma":[0.9990562,0.0001550197,0.0002848722,0.0002048809,0.0002445444,0.00005447965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003292227,0.00004291259,0.8640405,0.00002739865,0.0001172213,7.564003e-7,0.0009026655,0.04571456,0.05685104,0.000007032042,0.00001872723,0.03224427],"study_design_scores_gemma":[0.001481333,0.0001576903,0.9362863,0.00004937538,0.0001016778,0.0000348947,0.0002541426,0.0002634361,0.0585741,0.00256002,0.00004450771,0.0001924925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992424,0.002327071,0.002874813,0.0000534437,0.00009086498,0.0005076215,0.001589946,0.00001125196,0.0001210425],"genre_scores_gemma":[0.9734342,0.0001973399,0.02586669,0.00003000385,0.0001266676,0.000256127,0.00003337803,0.00003069908,0.00002486531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07224583,"threshold_uncertainty_score":0.6931347,"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."}}