{"id":"W3089886777","doi":"10.3389/fonc.2020.531790","title":"Pathology of Hereditary Breast and Ovarian Cancer","year":2020,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Pathology; Serous carcinoma; Serous fluid; Breast cancer; Ovarian cancer; Fallopian tube; Medicine; Germline mutation; BRCA mutation; Biology; Cancer research; Cancer; Internal medicine; Mutation; Gynecology","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":[0.00008711368,0.00008551309,0.0002002509,0.00004155016,0.00001714233,0.000001905678,0.0001227061,0.0002032199,0.00003028012],"category_scores_gemma":[0.00004071123,0.00009169551,0.00002295812,0.0001024713,0.0001961661,0.000002449214,0.00009096858,0.00009721237,8.235442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005737095,"about_ca_system_score_gemma":0.0002675642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004330937,"about_ca_topic_score_gemma":0.00007519374,"domain_scores_codex":[0.9992709,0.00008186771,0.0001829879,0.0002706652,0.00004336358,0.0001502853],"domain_scores_gemma":[0.9997013,0.000008206319,0.00007037794,0.0001223179,0.00003909184,0.00005876441],"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":[0.00106298,0.0001522571,0.2727908,0.0001106014,0.0001941474,0.0001514085,0.001779699,0.0009767078,0.1979798,0.0001669587,0.3108352,0.2137995],"study_design_scores_gemma":[0.008647808,0.003231474,0.204275,0.00003584189,0.0001537033,0.0007135256,0.003014506,0.002429148,0.05464325,0.001717054,0.7202333,0.0009054456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598888,0.01468572,0.008108568,0.01197981,0.002052864,0.0002967009,0.000189219,0.00001310196,0.002785226],"genre_scores_gemma":[0.9825816,0.0005908794,0.01463454,0.001666898,0.0003640245,0.00004524954,0.00003383923,0.00001575208,0.00006723264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4093981,"threshold_uncertainty_score":0.3739235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103926407814119,"score_gpt":0.2700308083773328,"score_spread":0.259638167595921,"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."}}