{"id":"W4380538153","doi":"10.1186/s13053-023-00252-6","title":"Genetic testing for hereditary breast cancer in Poland: 1998–2022","year":2023,"lang":"en","type":"letter","venue":"Hereditary Cancer in Clinical Practice","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Genetic testing; Breast cancer; Ovarian cancer; Cancer; Mutation; Family history; Genetic counseling; Gynecology; Oncology; Human genetics; Internal medicine; Genetics; Gene; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001834123,0.0006807611,0.0009111954,0.0002589214,0.0001230203,0.00006461911,0.0008924074,0.002141112,0.0001916799],"category_scores_gemma":[0.003696041,0.0007463108,0.0003096618,0.0007703795,0.0002604679,0.0000429943,0.0004024264,0.003428784,0.00005244338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007186289,"about_ca_system_score_gemma":0.003153107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006876068,"about_ca_topic_score_gemma":0.01195198,"domain_scores_codex":[0.9936575,0.0007037615,0.001978184,0.001946447,0.0006351641,0.001078915],"domain_scores_gemma":[0.9936517,0.003854456,0.0008584873,0.001074458,0.0004105585,0.0001503407],"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":[0.0005770701,0.0001503266,0.01491149,0.0003940509,0.0003579469,0.001203544,0.00003704677,0.002621056,0.0001752196,4.944911e-7,0.9400348,0.03953692],"study_design_scores_gemma":[0.002511635,0.0004841503,0.04534129,0.000554026,0.0003406128,0.0003291617,0.0001862368,0.0008662216,0.00002602376,0.0002222773,0.9480346,0.001103782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02422862,0.04163905,0.0001947691,0.8766187,0.03390186,0.004073172,0.01737076,0.0002040925,0.001768929],"genre_scores_gemma":[0.01536731,0.01651572,0.01298599,0.7719491,0.1680089,0.007379301,0.002926864,0.001080511,0.003786288],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.134107,"threshold_uncertainty_score":0.9997372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06430251631606665,"score_gpt":0.405457494591815,"score_spread":0.3411549782757484,"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."}}