{"id":"W2464450966","doi":"10.1080/15384101.2016.1170262","title":"Mammary gland and radiation: Knowns and unknowns","year":2016,"lang":"en","type":"article","venue":"Cell Cycle","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Ionizing radiation; Breast cancer; Cancer; Biology; Radiation therapy; Mammary gland; Cancer research; Cancer cell; Oncology; Pathology; Medicine; Internal medicine; Irradiation; Genetics","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":[0.00009295164,0.00007883131,0.0001193187,0.00004956439,0.00004422137,0.00001499254,0.00002921666,0.00006221259,0.00007179278],"category_scores_gemma":[0.00005457198,0.00005347096,0.00001760635,0.00005066582,0.00004755166,0.0001202689,0.00002648437,0.00004697727,0.00005228229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001902722,"about_ca_system_score_gemma":0.00002707848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005252025,"about_ca_topic_score_gemma":0.000002787527,"domain_scores_codex":[0.9995099,0.0000230919,0.00009102323,0.0001702159,0.00008479073,0.0001210285],"domain_scores_gemma":[0.9994985,0.0001258099,0.00003280503,0.0001714335,0.00002381198,0.000147675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001419152,0.000171362,0.4212106,0.0003650085,0.00007066184,0.0001110938,0.0007331441,0.000001687303,0.1074723,0.001635648,0.02824388,0.4398427],"study_design_scores_gemma":[0.006155146,0.0004676974,0.8220193,0.0000817965,0.00007235093,0.0001308475,0.00003074435,0.0002645454,0.02159883,0.0007962869,0.1481438,0.0002386521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773983,0.00387122,0.0003756073,0.004723793,0.0001089078,0.0001994949,0.000005523914,0.00006725246,0.01324992],"genre_scores_gemma":[0.9942611,0.0008867833,0.0004889694,0.0002759083,0.000176097,0.000006311559,0.000004375363,0.0000123273,0.003888107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4396041,"threshold_uncertainty_score":0.2180482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00384186982815728,"score_gpt":0.2166187580287429,"score_spread":0.2127768882005857,"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."}}