{"id":"W4206967903","doi":"10.1007/s10967-022-08197-1","title":"Improvement on the performance N-(3-methoxypropyl)acrylamide polymer-gel dosimeter by the addition of inorganic salt for application in radiotherapy dosimetry","year":2022,"lang":"en","type":"article","venue":"Journal of Radioanalytical and Nuclear Chemistry","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"Yarmouk University","keywords":"Dosimeter; Irradiation; Dosimetry; Radiochemistry; Acrylamide; Absorbed dose; Polymer; Chemistry; Materials science; Nuclear chemistry; Analytical Chemistry (journal); Nuclear medicine; Chromatography; Monomer; Nuclear physics; Organic chemistry","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":[0.0004164281,0.0001208483,0.0002242275,0.00003305659,0.0001449716,0.00001719338,0.0002642415,0.00002988971,0.0003956402],"category_scores_gemma":[0.000008102492,0.00007462553,0.0001253456,0.0001644068,0.000109042,0.00006390161,0.00003058068,0.0003891013,1.037502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054473,"about_ca_system_score_gemma":0.00002659043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008676349,"about_ca_topic_score_gemma":3.927911e-8,"domain_scores_codex":[0.9990829,0.00003869982,0.0003729491,0.0001338607,0.00022593,0.0001456892],"domain_scores_gemma":[0.99919,0.0002047907,0.0003442115,0.0001858273,0.00003232578,0.00004279597],"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":[0.0003881863,0.000267163,0.0009126397,0.00003775449,0.000189164,3.718563e-7,0.0001731354,0.00004956363,0.9475062,0.001038587,0.002831195,0.04660603],"study_design_scores_gemma":[0.001790129,0.0009541345,0.0003023382,0.00004494367,0.00009623072,0.00002913925,0.0005859865,0.01603291,0.9530107,0.001033653,0.02585906,0.0002607873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887434,0.0006348896,0.008736715,0.001382594,0.0000264826,0.0002644281,0.00006245232,0.000007298638,0.000141724],"genre_scores_gemma":[0.9984735,0.000100456,0.0007835481,0.0003143416,0.0001629943,0.00002862529,0.000005560285,0.00002372866,0.0001072212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04634525,"threshold_uncertainty_score":0.4331983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004244035760814092,"score_gpt":0.2286761844347038,"score_spread":0.2244321486738897,"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."}}