{"id":"W4415740574","doi":"10.7554/elife.108076","title":"Mutational and Expression Profile of ZNF217, ZNF750, ZNF703 Zinc Finger Genes in Kenyan Women Diagnosed with Breast Cancer","year":2025,"lang":"","type":"article","venue":"eLife","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Frameshift mutation; Gene; Breast cancer; Transcriptome; Somatic cell; Mutation; Gene expression; Genome; Carcinogenesis","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":[0.0001190568,0.0001651061,0.0001649616,0.0008460895,0.0004332559,0.0002976407,0.0001808813,0.0002490306,0.001306052],"category_scores_gemma":[0.0005010277,0.0001521034,0.000121748,0.0007255808,0.0001961542,0.0001022683,0.0001730892,0.000120173,0.0002033682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316962,"about_ca_system_score_gemma":0.0001905521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017444,"about_ca_topic_score_gemma":0.01770145,"domain_scores_codex":[0.9999057,0.000008808777,0.000006462352,0.0000291439,0.00002071557,0.00002915085],"domain_scores_gemma":[0.9999125,0.00001872783,0.00003251408,0.00000387227,0.00001796915,0.00001438712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004793877,0.00002534799,0.972578,0.00009454512,0.00003607125,0.001168708,0.0003008072,0.0001053474,0.01799718,0.00004018293,0.0004341703,0.00674007],"study_design_scores_gemma":[0.000006839402,0.00004618003,0.9943821,0.00002022021,0.00002680925,0.002299468,0.000482256,0.0001840287,0.001257551,0.00002679834,0.001262001,0.000005752086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997484,0.0006198297,0.00007948069,0.00002964396,0.000003527178,0.00001314312,0.001282421,0.000003864659,0.0004840865],"genre_scores_gemma":[0.9976677,0.0005239442,0.0003299405,0.00002625939,0.000004363093,0.00002172504,0.0009797836,0.000004150958,0.0004420109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017444,"threshold_uncertainty_score":0.02023041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00412738655769941,"score_gpt":0.2470271300534172,"score_spread":0.2428997434957178,"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."}}