{"id":"W4407397158","doi":"10.3390/cancers17040613","title":"BRCA1 and BRCA2 Mutations in Polish Women with Ductal Carcinoma In Situ","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Ductal carcinoma; Medicine; Breast cancer; Internal medicine; Oncology; Ovarian cancer; Cancer; Gynecology; Mutation; Pathology; Biology; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004421009,0.0003201533,0.0002805018,0.001021178,0.0003368643,0.0004083109,0.000267641,0.0003197259,0.001424551],"category_scores_gemma":[0.0014015,0.0003601218,0.0003181023,0.0009650306,0.0003403,0.0002884425,0.0004315352,0.0003013791,0.0001849942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431853,"about_ca_system_score_gemma":0.0003321574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007430615,"about_ca_topic_score_gemma":0.004909695,"domain_scores_codex":[0.9997508,0.00004106115,0.00002498326,0.00007672097,0.00004933404,0.00005706335],"domain_scores_gemma":[0.9995894,0.00006372623,0.0002172093,0.00003373651,0.00004192554,0.00005393984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000243544,0.00001906313,0.9960885,0.00001928795,0.00003737181,0.0004249095,0.0001242645,0.00002783072,0.0005815118,0.00002378042,0.00006735989,0.002342648],"study_design_scores_gemma":[0.00002317989,0.0001283941,0.9963139,0.00001238658,0.00006878666,0.002432577,0.0002529114,0.0001407887,0.0002077296,0.00005844182,0.0003574494,0.000003525232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990988,0.0005270079,0.00004226985,0.0000241553,0.000002869351,0.000005516344,0.00008201449,0.000001767058,0.0002155239],"genre_scores_gemma":[0.9994456,0.0002868082,0.00004361251,0.00001445302,0.00000291215,0.000003814462,0.0001058354,0.000001198844,0.00009583143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007430615,"threshold_uncertainty_score":0.01477474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005793457454249956,"score_gpt":0.2495682330946104,"score_spread":0.2437747756403605,"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."}}