{"id":"W4412561675","doi":"10.1101/2025.07.17.665450","title":"Mutational and Expression Profile of ZNF217, ZNF750, ZNF703 Zinc Finger Genes in Kenyan Women Diagnosed with Breast Cancer","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Zinc finger; Breast cancer; Gene; Cancer research; Gene expression; Biology; Medicine; Cancer; Oncology; Genetics; Virology; Bioinformatics; Transcription factor","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":[0.0001156137,0.0001638186,0.0001609399,0.0008548859,0.000449831,0.0002995838,0.0001896903,0.000254107,0.00128059],"category_scores_gemma":[0.0005023709,0.0001619196,0.0001206774,0.0007450865,0.0001896102,0.0001027825,0.0001692564,0.0001291453,0.0001930075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003286012,"about_ca_system_score_gemma":0.0001892356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144564,"about_ca_topic_score_gemma":0.01897958,"domain_scores_codex":[0.9999079,0.000009320657,0.000006468162,0.00002864117,0.00001916162,0.00002860102],"domain_scores_gemma":[0.9999177,0.00001772171,0.00002916605,0.00000381283,0.00001820444,0.00001331662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004360276,0.00002366629,0.9783798,0.00007355885,0.00003374463,0.001046086,0.0002724728,0.00008704777,0.01386561,0.00003438217,0.0004032759,0.005344279],"study_design_scores_gemma":[0.000006641374,0.00004341442,0.9952164,0.00001807637,0.00002621729,0.001870321,0.0004885474,0.0002008361,0.001102545,0.000024075,0.0009975728,0.000005428125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979206,0.0004499516,0.00006616503,0.00002538784,0.000003129034,0.0000111475,0.001128446,0.000003120026,0.0003921115],"genre_scores_gemma":[0.9981026,0.0003744685,0.0002528205,0.00002291263,0.000003425881,0.00001745041,0.0008751662,0.00000344334,0.0003477763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01144564,"threshold_uncertainty_score":0.02275807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004356591345898852,"score_gpt":0.2032492489865552,"score_spread":0.1988926576406563,"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."}}