{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00267807,0.0006601278,0.0003152057,0.0007805597,0.002522345,0.00356333,0.0007322183,0.008587162,0.03534826],"category_scores_gemma":[0.01396238,0.0003599435,0.0005187233,0.0002836355,0.00165486,0.003228101,0.002310988,0.01040108,0.01425852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882973,"about_ca_system_score_gemma":0.001731436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005867975,"about_ca_topic_score_gemma":0.007440015,"domain_scores_codex":[0.9983327,0.0004981485,0.00008175956,0.0001183305,0.0006085421,0.0003606166],"domain_scores_gemma":[0.9918222,0.003858233,0.0004972451,0.0002628288,0.001492795,0.002066613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000239668,0.00001640431,0.0002043736,0.00003659244,0.000002969523,0.0001086265,0.0002104125,0.000005323257,0.0001736191,0.0008709966,0.9886502,0.009696564],"study_design_scores_gemma":[0.00003041735,0.00005398147,0.001182323,0.0002141364,0.00001229198,0.0002129388,0.0005106802,0.0000390596,0.000380217,0.0004389062,0.9969104,0.00001469877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001933016,0.004426312,0.0002006623,0.8085732,0.1463347,0.00003585524,0.000355969,0.0002399532,0.0379003],"genre_scores_gemma":[0.02299661,0.006371496,0.0004894231,0.6928672,0.1302746,0.00006877958,0.000558685,0.000216634,0.1461565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03534826,"threshold_uncertainty_score":0.1182517,"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."}}