{"id":"W4406837213","doi":"10.36838/v6i11.8","title":"Epigenetic Pathways in Breast Cancer: Diagnostic Markers, Transgenerational Impacts, and Emerging Therapies","year":2024,"lang":"en","type":"article","venue":"International journal of high school research","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Transgenerational epigenetics; Epigenetics; Breast cancer; Cancer; Medicine; Computational biology; Biology; Bioinformatics; Genetics; Internal medicine; 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":[0.0007758352,0.0002879386,0.0003967859,0.0008772567,0.0002385301,0.0006727041,0.0004210817,0.000617228,0.00129867],"category_scores_gemma":[0.0005085978,0.0001421049,0.0002960867,0.0005991617,0.0008823726,0.001043083,0.0005537532,0.001540874,0.0002493671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000806972,"about_ca_system_score_gemma":0.0007017255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004772055,"about_ca_topic_score_gemma":0.0013424,"domain_scores_codex":[0.9998137,0.00005660449,0.00001170261,0.00002654502,0.00007118424,0.00002031258],"domain_scores_gemma":[0.9997972,0.00008062484,0.00004272905,0.00001633058,0.00004108656,0.00002201528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002611327,0.0003214405,0.004138518,0.003711017,0.00009935194,0.0006262527,0.0003856009,0.001280684,0.0993488,0.05691727,0.00834154,0.8245684],"study_design_scores_gemma":[0.00009294096,0.001542283,0.01466423,0.002952127,0.0003507044,0.006328411,0.0009562178,0.003482688,0.1248004,0.06413111,0.7806043,0.00009464093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01532158,0.9558124,0.009542921,0.01186032,0.0005271712,0.0000310168,0.00007217409,0.00007343684,0.006758992],"genre_scores_gemma":[0.1086941,0.8765305,0.008121721,0.002251977,0.000702353,0.00004988264,0.00008375261,0.00001511995,0.003550598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00129867,"threshold_uncertainty_score":0.005855024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304457827955095,"score_gpt":0.3562237718278258,"score_spread":0.3331791935482748,"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."}}