{"id":"W2622611815","doi":"10.1088/1742-6596/847/1/012009","title":"Non-diffusing radiochromic leuco-crystal violet hydrogel dosimeter","year":2017,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Crystal violet; Dosimeter; Micelle; Sodium dodecyl sulfate; Pulmonary surfactant; Gelatin; Hydrogen peroxide; Materials science; Diffusion; Irradiation; Self-healing hydrogels; Chemistry; Nuclear chemistry; Analytical Chemistry (journal); Optics; Chromatography; Radiation; Polymer chemistry; Aqueous solution; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008909611,0.0003966073,0.00021594,0.0002950134,0.0001629905,0.0003438753,0.0003925463,0.000240293,0.001098776],"category_scores_gemma":[0.0007403243,0.0001994271,0.0001928458,0.0002206869,0.0003303785,0.0004475302,0.0003622955,0.0006079354,0.0003662617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005349913,"about_ca_system_score_gemma":0.0003955271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440131,"about_ca_topic_score_gemma":0.0005827162,"domain_scores_codex":[0.9995164,0.0001003981,0.00002868932,0.0001194058,0.0002021032,0.00003307438],"domain_scores_gemma":[0.9991733,0.0002982991,0.0002442232,0.00007495432,0.0001556059,0.00005367313],"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":[0.00004546977,0.00001756698,0.0002180078,0.00008745441,0.000003388231,0.00001746178,0.00002777503,0.0001404899,0.9966391,0.0002956184,0.00003763158,0.002469918],"study_design_scores_gemma":[0.000002345453,0.00006828034,0.0003377736,0.000004036757,0.000005833116,0.00005501612,0.000005862098,0.0005022824,0.9982181,0.00001781964,0.0007786925,0.00000379151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386527,0.003881412,0.1521849,0.000149256,0.00008484048,0.0002730274,0.0003528323,0.0005313396,0.003889648],"genre_scores_gemma":[0.8504647,0.00177268,0.1378442,0.0001095769,0.00002297044,0.0002152497,0.0003016463,0.000169446,0.009099444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001098776,"threshold_uncertainty_score":0.004711866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490609910141707,"score_gpt":0.2805826904132442,"score_spread":0.2656765913118271,"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."}}