{"id":"W4409690540","doi":"10.1158/1538-7445.am2025-9","title":"Abstract 9: Genetic and oncogenic viruses as risk factors in Egyptian breast cancer patients","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Cancer; Medicine; Oncology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268836,0.000166959,0.0001769404,0.0007161839,0.0003765217,0.0004234974,0.0001395557,0.0003003929,0.003360957],"category_scores_gemma":[0.0004427101,0.0001273001,0.0001839739,0.0007571219,0.0001224659,0.0001843504,0.0002104191,0.000303302,0.0002387062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583752,"about_ca_system_score_gemma":0.0002875819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004272823,"about_ca_topic_score_gemma":0.003444072,"domain_scores_codex":[0.9998894,0.0000187855,0.00001386557,0.00002342609,0.00002190925,0.00003265708],"domain_scores_gemma":[0.9998549,0.00002365058,0.00005640888,0.000006120817,0.00002495285,0.00003402645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144151,0.00003504026,0.997032,0.00002064231,0.00001228548,0.0003271627,0.00008282136,0.00001754453,0.0003877937,0.0000146746,0.0001709238,0.001784628],"study_design_scores_gemma":[0.000007251205,0.0001099459,0.9966175,0.00001904117,0.00003438723,0.00162391,0.0004806756,0.0001126877,0.0002490739,0.00002929376,0.0007123637,0.000003830461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983859,0.0005068746,0.00003080374,0.00008947569,0.000005384518,0.000009055185,0.0003203988,0.000003413253,0.0006488155],"genre_scores_gemma":[0.9989753,0.0002141952,0.00005938486,0.00004037363,0.000008984792,0.000008013333,0.000260168,0.000001043131,0.0004326804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004272823,"threshold_uncertainty_score":0.01124352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05769043081050637,"score_gpt":0.431996843271182,"score_spread":0.3743064124606756,"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."}}