{"id":"W2087311455","doi":"10.1093/jnci/djt364","title":"Honing the Health Message on BRCA Mutations","year":2013,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honing; Mutation; Medicine; Genetics; Biology; Gene; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898469,0.00006152503,0.0001189057,0.00008507945,0.0003016226,0.00001267455,0.000176822,0.0002639145,0.0001397842],"category_scores_gemma":[0.0002016212,0.0000282549,0.00009983512,0.0002186384,0.0001614161,0.0001152976,0.00002041264,0.00170066,0.00002093215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121472,"about_ca_system_score_gemma":0.0007118878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006987203,"about_ca_topic_score_gemma":0.00002970619,"domain_scores_codex":[0.9991577,0.00003182963,0.0002503202,0.00005650925,0.0004036278,0.0001000687],"domain_scores_gemma":[0.9992206,0.00005607044,0.0002755154,0.00007999979,0.0003231086,0.00004468653],"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":[0.0004629235,0.000554784,0.005233842,0.0001123651,0.001838234,0.00003516323,0.00252913,0.02097951,0.005710378,0.1727168,0.7230955,0.0667313],"study_design_scores_gemma":[0.004462547,0.0008313165,0.2305571,0.001641242,0.0002749712,0.001980297,0.0003916679,0.001182554,0.007918345,0.01801409,0.7324784,0.0002675108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1605639,0.001588579,0.0002617807,0.825993,0.003077512,0.0003082823,0.000009044707,0.00001749276,0.00818034],"genre_scores_gemma":[0.9784324,0.0004367976,0.0002309807,0.0190781,0.0005439972,0.00000894738,0.000001210687,0.000005072825,0.001262546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8178684,"threshold_uncertainty_score":0.7388614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059327977319051,"score_gpt":0.3478103418812541,"score_spread":0.3072170621080637,"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."}}