{"id":"W1803889394","doi":"10.1016/j.celrep.2015.08.015","title":"Mutational Analysis of Ionizing Radiation Induced Neoplasms","year":2015,"lang":"en","type":"article","venue":"Cell Reports","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Biology; Loss of heterozygosity; Carcinogenesis; Ionizing radiation; Genetics; Cancer research; Mutagen; Mutation; Gene; Carcinogen; Allele; Irradiation","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":[0.00009333683,0.0001914309,0.0001402117,0.0009160282,0.0001412281,0.0001599461,0.0001299962,0.0001581421,0.001380392],"category_scores_gemma":[0.0002019122,0.00007403218,0.0001956883,0.0004576984,0.0001155852,0.00007247268,0.0001407789,0.0001905076,0.0002547202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265963,"about_ca_system_score_gemma":0.00007911887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003113493,"about_ca_topic_score_gemma":0.0004898338,"domain_scores_codex":[0.9999148,0.00001065886,0.000006965788,0.00002488984,0.00002736301,0.00001531576],"domain_scores_gemma":[0.9998456,0.00003670436,0.00004621178,0.0000182133,0.00002547657,0.00002770968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005434216,0.000008230317,0.001614039,0.0000207639,0.000007598859,0.00006442782,0.00001425369,0.00004707813,0.9967451,0.00004383288,0.00001424809,0.001366047],"study_design_scores_gemma":[0.000007563371,0.0002834393,0.189788,0.00001213543,0.0000739598,0.001645359,0.00006516604,0.001471879,0.8033684,0.000216296,0.003055628,0.00001208976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990801,0.0006400761,0.0047341,0.00001668625,0.00000683869,0.00003493462,0.00238665,0.00009793492,0.001281758],"genre_scores_gemma":[0.9899379,0.0006693768,0.004626496,0.00002831854,0.000004237308,0.00004988255,0.003283536,0.00003992127,0.001360358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380392,"threshold_uncertainty_score":0.00461787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656199539189537,"score_gpt":0.2520586658205667,"score_spread":0.2354966704286713,"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."}}