{"id":"W2076863175","doi":"10.1366/14-07561","title":"A Raman Spectroscopic Study of Cell Response to Clinical Doses of Ionizing Radiation","year":2015,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency; University of Victoria","funders":"","keywords":"Ionizing radiation; LNCaP; Radiation sensitivity; Radiation therapy; Radiation; Non-ionizing radiation; Cancer research; Chemistry; Nuclear medicine; Prostate cancer; Pathology; Medicine; Irradiation; Cancer; Internal medicine; Optics","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":[0.0012362,0.0001948909,0.0004044434,0.0001292283,0.00003689135,0.00001402184,0.0004775846,0.0002000591,0.00003704364],"category_scores_gemma":[0.0004291809,0.0001779988,0.00009167927,0.0003879008,0.000186942,0.000003260267,0.0002804672,0.000229098,0.00001643696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131498,"about_ca_system_score_gemma":0.0002192881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002907749,"about_ca_topic_score_gemma":0.00000538849,"domain_scores_codex":[0.9977469,0.0001623471,0.0006519277,0.0005195121,0.0005439018,0.0003754235],"domain_scores_gemma":[0.9986188,0.00009335518,0.0001877093,0.0006510635,0.0001200304,0.0003290172],"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":[0.003721261,0.001076366,0.005664951,0.00001851357,0.00003315665,0.000002111379,0.0001729993,0.000002071946,0.9853057,0.0001052495,0.003700422,0.0001971808],"study_design_scores_gemma":[0.001864573,0.006145716,0.002973952,0.00001103939,0.00001986326,8.572133e-7,0.000475693,0.000005066007,0.9850591,0.0004265984,0.00285701,0.0001605633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917244,0.0001200424,0.003128387,0.0001060925,0.0001006236,0.0007106169,0.000006806694,0.00002917082,0.004073916],"genre_scores_gemma":[0.9883785,0.0000670279,0.0108728,0.00009872037,0.0002476605,0.00007291714,0.00002006815,0.00002852568,0.0002138037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007744414,"threshold_uncertainty_score":0.7258579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136279470405601,"score_gpt":0.3842974759262149,"score_spread":0.3529346812221589,"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."}}