{"id":"W7099415448","doi":"","title":"COMMENTARY The Need for Public Education: “Surveillance and Risk Reduction Strategies” for Women at Risk for Carrying BRCA","year":2015,"lang":"en","type":"article","venue":"","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BRCA mutation; Ovarian cancer; Breast cancer; Hereditary Cancer; BRCA2 Protein; Cancer; Lifetime risk; Genetic counseling","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":[0.008731049,0.001199541,0.001956459,0.0011293,0.004224408,0.003476953,0.006017994,0.06900693,0.01792619],"category_scores_gemma":[0.06394041,0.001163336,0.001844354,0.001066684,0.006676507,0.007097732,0.002317316,0.06345436,0.01081061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008081034,"about_ca_system_score_gemma":0.01992554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03186385,"about_ca_topic_score_gemma":0.03376532,"domain_scores_codex":[0.9939156,0.002021145,0.0005401199,0.0008524641,0.002001377,0.0006691469],"domain_scores_gemma":[0.9277865,0.04066284,0.002428443,0.001223623,0.02002714,0.007871468],"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":[0.00001634201,0.000008518332,0.00004223974,0.00008511937,0.000004674829,0.00008164161,0.00005402493,0.0000191151,0.00002848454,0.0006430852,0.9970901,0.001926624],"study_design_scores_gemma":[0.0001119019,0.00004718204,0.0006168143,0.001834844,0.00003854729,0.0006459518,0.0006446785,0.0002085209,0.0001758868,0.005927194,0.9896485,0.00009993011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006894758,0.001017582,0.00005294532,0.9685631,0.02950536,0.00001019327,0.0000704234,0.00002515168,0.0006862539],"genre_scores_gemma":[0.0008170074,0.0008301915,0.0001414891,0.9659482,0.03024356,0.00002595595,0.00002924611,0.00001487447,0.001949461],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06900693,"threshold_uncertainty_score":0.06335676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472619716791273,"score_gpt":0.291152932043946,"score_spread":0.2664267348760333,"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."}}