{"id":"W2521730471","doi":"10.1120/jacmp.v17i5.6148","title":"Translucent poly(vinyl alcohol) cryogel dosimeters for simultaneous dose buildup and monitoring during chest wall radiation therapy","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Juravinski Cancer Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Yarmouk University; Elekta; Varian Medical Systems; Ashland","keywords":"Imaging phantom; Dosimeter; Nuclear medicine; Materials science; Radiation treatment planning; Vinyl alcohol; Biomedical engineering; Dosimetry; Radiation therapy; Medicine; Radiology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008737652,0.0004906261,0.000333805,0.0004802153,0.0001366518,0.0004227351,0.0004764714,0.0002969715,0.0005777444],"category_scores_gemma":[0.001271825,0.0003866572,0.0002937414,0.0003237012,0.0002981668,0.0003187854,0.0004037974,0.0005009754,0.0001527685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704137,"about_ca_system_score_gemma":0.0003014176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004523126,"about_ca_topic_score_gemma":0.0007964889,"domain_scores_codex":[0.9992961,0.0001800784,0.00003772078,0.0001837708,0.0002514291,0.00005081437],"domain_scores_gemma":[0.998889,0.0003970179,0.0003503234,0.0001422161,0.0001638513,0.00005759603],"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":[0.0001271951,0.00001518902,0.000737178,0.00003642126,0.000009352123,0.00001429436,0.0000406865,0.001067155,0.9933477,0.00006145394,0.00003039847,0.004512954],"study_design_scores_gemma":[0.000008017138,0.0002316242,0.002812554,0.00000618382,0.00002432234,0.00008071072,0.00001431002,0.003982989,0.992477,0.00001664893,0.0003340232,0.00001163499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519276,0.001886054,0.1440629,0.00005102532,0.00004676902,0.0001105268,0.0001539229,0.000789841,0.000971332],"genre_scores_gemma":[0.8969659,0.0007087748,0.100407,0.00005871162,0.00001383158,0.0001323517,0.0001196029,0.0001817639,0.001412142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008737652,"threshold_uncertainty_score":0.00462091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685256877495993,"score_gpt":0.3473967102935894,"score_spread":0.3205441415186294,"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."}}