{"id":"W2168288630","doi":"10.1371/journal.pone.0045394","title":"Genetic Differences in Transcript Responses to Low-Dose Ionizing Radiation Identify Tissue Functions Associated with Breast Cancer Susceptibility","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Laboratory Directed Research and Development; Lawrence Berkeley National Laboratory; Biological and Environmental Research; Office of Science; U.S. Department of Energy","keywords":"Breast cancer; Biology; Cancer; Mammary tumor; Genome instability; DNA damage; Gene; Mammary gland; Transcriptome; Cancer research; Gene expression; Immune system; Internal medicine; Genetics; Medicine; DNA","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":[],"consensus_categories":[],"category_scores_codex":[0.0003720592,0.0001617413,0.0003422561,0.0002347976,0.00008830951,0.00002809751,0.0000689636,0.0001087046,0.0003233598],"category_scores_gemma":[0.0004933407,0.0001417816,0.00003230315,0.0005363243,0.00004413175,0.0002419909,0.00001038353,0.000210803,0.00005686663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633455,"about_ca_system_score_gemma":0.0001205668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003486355,"about_ca_topic_score_gemma":0.001294258,"domain_scores_codex":[0.9984004,0.0002334214,0.0002736361,0.0002639504,0.0004706946,0.0003579173],"domain_scores_gemma":[0.9990196,0.0002205532,0.00009002772,0.0002529655,0.0001711615,0.0002456802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004492166,0.001636832,0.8808455,0.00009871749,0.0001579275,0.0000046287,0.001217297,0.00001597437,0.1141801,0.000001839607,0.0001049264,0.001287012],"study_design_scores_gemma":[0.001334932,0.0003282532,0.9917818,0.0005225776,0.0002886356,0.000005027102,0.0001284416,0.0001177583,0.00532101,0.000003491496,0.000009616654,0.0001585016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958156,0.0006520157,0.00009101354,0.002174517,0.0001272168,0.0009326555,0.00007238198,0.00009723524,0.00003734829],"genre_scores_gemma":[0.9981236,0.00004417348,0.0002654985,0.0002150969,0.0002470825,0.0001772266,0.00002862453,0.00002876141,0.0008699626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109363,"threshold_uncertainty_score":0.5781684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04056897743848194,"score_gpt":0.2810387691690273,"score_spread":0.2404697917305453,"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."}}