{"id":"W1981341544","doi":"10.1118/1.4889713","title":"SU‐C‐BRE‐07: Sensitivity Analysis of the Threshold Energy for the Creation of Strand Breaks and of Single and Double Strand Break Clustering Conditions","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thresholding; Energy (signal processing); Cluster analysis; Double strand; Sensitivity (control systems); Monte Carlo method; Physics; Character (mathematics); DNA; Biological system; Algorithm; DNA damage; Atomic physics; Materials science; Computer science; Chemistry; Statistics; Mathematics; Artificial intelligence; Image (mathematics); Biology; Geometry; Engineering; Electronic engineering; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003459813,0.0008615461,0.0005714401,0.0007564868,0.0004311132,0.0007173353,0.001318932,0.001403675,0.002557904],"category_scores_gemma":[0.01093525,0.0004299612,0.0006768664,0.0006400711,0.0004650408,0.0005573189,0.0005517417,0.001070432,0.0004449601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048274,"about_ca_system_score_gemma":0.0005647449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779696,"about_ca_topic_score_gemma":0.003717809,"domain_scores_codex":[0.9987077,0.0004327609,0.00008199176,0.0002047523,0.0004240895,0.0001487043],"domain_scores_gemma":[0.9887996,0.008265658,0.0005309525,0.001095225,0.001119829,0.0001887636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001576338,0.0002990911,0.02109443,0.0006881586,0.0004023587,0.0002068873,0.0001416962,0.8933485,0.05872945,0.002561068,0.003235583,0.01771635],"study_design_scores_gemma":[0.0000561337,0.0005907963,0.006731405,0.00005558861,0.0001003567,0.000122457,0.00006340184,0.8710592,0.1181364,0.0007920357,0.002206624,0.00008565999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448574,0.001096112,0.04231008,0.0002768812,0.0001201786,0.0001184436,0.002215158,0.002785228,0.006220581],"genre_scores_gemma":[0.9845698,0.0001414828,0.01281265,0.0000871818,0.000007705981,0.00009541975,0.001281851,0.0004578078,0.0005460504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004779696,"threshold_uncertainty_score":0.01829743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651180677005115,"score_gpt":0.2757459026293042,"score_spread":0.259234095859253,"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."}}