{"id":"W2071712136","doi":"10.1088/0031-9155/56/3/006","title":"Severe dose inaccuracies caused by an oxygen-antioxidant imbalance in normoxic polymer gel dosimeters","year":2011,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Dosimeter; Antioxidant; Chemistry; Ascorbic acid; Radical; Radiochemistry; Polymer; Methacrylic acid; Polymerization; Nuclear chemistry; Oxygen; Organic chemistry; Dosimetry; Medicine; Nuclear medicine","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":[0.0001219289,0.0001856312,0.0003457995,0.00007324524,0.00003286223,0.000003463782,0.0001511344,0.0000582102,0.00007118574],"category_scores_gemma":[0.000003652295,0.000141605,0.00002362971,0.0001893108,0.0002672654,0.0001524798,0.00003350203,0.0002019818,8.094168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982015,"about_ca_system_score_gemma":0.00001656807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210672,"about_ca_topic_score_gemma":0.00002524281,"domain_scores_codex":[0.9990685,0.00007177905,0.0002392981,0.0002960285,0.00004468771,0.0002796995],"domain_scores_gemma":[0.9995729,0.00005472015,0.00009992188,0.0002013755,0.00001719428,0.00005385151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008426784,0.0003154237,0.5616912,0.00001619612,0.00005120326,0.000004855686,0.003079232,0.000001778387,0.3710122,0.01798524,0.0003890116,0.04536945],"study_design_scores_gemma":[0.0159013,0.004819511,0.3342987,0.0005888541,0.0001216948,0.00001667398,0.005701655,0.001984304,0.3705639,0.2554429,0.007317316,0.003243182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857491,0.0009602247,0.01170036,0.0001363767,0.00007496241,0.0001838633,0.00002532945,0.00003451095,0.001135259],"genre_scores_gemma":[0.9980363,0.0002405082,0.001016861,0.0003758957,0.0002003967,0.00003527877,0.00004128051,0.00001580373,0.00003769537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374576,"threshold_uncertainty_score":0.5774485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08566349887193271,"score_gpt":0.3527002240004082,"score_spread":0.2670367251284755,"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."}}