{"id":"W3119419285","doi":"","title":"The Effect of Varying Doses of UVC Radiation on the Viability of Human Cancer Cells","year":2018,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Trypan blue; Apoptosis; Viability assay; Molecular biology; Cancer cell; Andrology; Irradiation; Chemistry; Cell division; Biology; Cell; Cancer; Medicine; Genetics; Biochemistry","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":[0.002014668,0.00008559127,0.0002402224,0.00007712992,0.0001443705,0.000006145074,0.0002038774,0.00004290411,0.00008130116],"category_scores_gemma":[0.001037858,0.00003845088,0.00006255851,0.0003794173,0.0009198809,0.00004984681,0.00003367127,0.0001311518,0.000002279577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004451442,"about_ca_system_score_gemma":0.00006944431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002747738,"about_ca_topic_score_gemma":0.000005598631,"domain_scores_codex":[0.9987641,0.00002238018,0.0002581229,0.0001636565,0.0005952194,0.000196549],"domain_scores_gemma":[0.9987042,0.0004785965,0.0001997361,0.000169173,0.0003840068,0.00006429593],"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":[0.0004394477,0.00005079105,0.05740975,0.0003990598,0.0000333867,1.529384e-7,0.003217993,3.642362e-7,0.9256228,0.0005786637,0.002486421,0.009761221],"study_design_scores_gemma":[0.00076451,0.002564405,0.03269807,0.0002789857,0.0000572729,9.543476e-7,0.000385111,0.0001456492,0.962418,0.0001088941,0.0005448549,0.00003335132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894308,0.0001438514,0.000001597884,0.001074236,0.0001297343,0.0005956301,0.000002717536,0.000009910976,0.008611524],"genre_scores_gemma":[0.9993156,0.0000759043,0.000008720381,0.00007069525,0.0002454955,0.00002384987,5.766987e-7,0.000007066037,0.0002520593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0367952,"threshold_uncertainty_score":0.338934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202390148149026,"score_gpt":0.3472163331459071,"score_spread":0.3251924316644169,"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."}}