{"id":"W2036353959","doi":"10.1118/1.2732032","title":"X‐ray CT dose in normoxic polyacrylamide gel dosimetry","year":2007,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Nuclear Regulatory Commission","keywords":"Dosimeter; Dosimetry; Nuclear medicine; Medical imaging; Materials science; Polyacrylamide; Tomography; Optics; Physics; Medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003964482,0.0001943311,0.0002617581,0.00006198398,0.00005123775,0.00001329854,0.0002984729,0.00005096334,0.0004264049],"category_scores_gemma":[0.00001908376,0.0001751392,0.000101155,0.0003992495,0.0001426394,0.0001447921,0.00005926753,0.0004784417,0.00002481932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007592647,"about_ca_system_score_gemma":0.00007369528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997908,"about_ca_topic_score_gemma":0.000007827459,"domain_scores_codex":[0.9984581,0.00002599199,0.0003165304,0.0002682833,0.0004616616,0.0004693597],"domain_scores_gemma":[0.9992248,0.0001645322,0.0000810121,0.0003029072,0.00001849222,0.0002082781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003831853,0.0006592842,0.1678421,0.00001678634,0.00005650768,0.00008295644,0.0002121661,0.00001654822,0.004299251,0.01666914,0.0009034062,0.8092035],"study_design_scores_gemma":[0.006758281,0.0003487058,0.08863479,0.0004145486,0.00005478613,0.00001309518,0.0002187732,0.002097209,0.6012244,0.2476865,0.05021114,0.002337757],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2252865,0.0001134417,0.7673843,0.0001425403,0.0001532929,0.0001763879,0.000007133467,0.0001289295,0.006607464],"genre_scores_gemma":[0.9951172,0.00001230411,0.003079199,0.0004981626,0.001048062,0.00001350538,0.00001785119,0.0000381159,0.0001755362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8068658,"threshold_uncertainty_score":0.7141968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007523190583577889,"score_gpt":0.2902513902673373,"score_spread":0.2827281996837594,"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."}}