{"id":"W2062377682","doi":"10.1118/1.3468858","title":"SU-GG-T-460: Liquid Scintillator Dosimetry for Passive Scattering Proton Beam Quality Assurance","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Sobp; Ionization chamber; Bragg peak; Optics; Proton therapy; Scintillator; Imaging phantom; Beam (structure); Dosimetry; Materials science; Proton; Quality assurance; SIGNAL (programming language); Percentage depth dose curve; Physics; Nuclear medicine; Detector; Ionization; Nuclear physics","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":[0.001496184,0.0007108221,0.0004319715,0.000991537,0.0002237178,0.0007666949,0.0008008818,0.0005589915,0.002270197],"category_scores_gemma":[0.001075685,0.0003800952,0.0003525068,0.0008237275,0.000392233,0.0005519532,0.0003955739,0.0004474419,0.00106533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008357693,"about_ca_system_score_gemma":0.0005789732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009676951,"about_ca_topic_score_gemma":0.001227931,"domain_scores_codex":[0.9991277,0.0001575531,0.00005086582,0.0001814051,0.0004327076,0.00004984823],"domain_scores_gemma":[0.9993533,0.0001179048,0.0002023747,0.000105961,0.0001657318,0.00005468186],"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":[0.0002761918,0.00003082619,0.003136866,0.0001446455,0.00002101338,0.00004336879,0.00003177471,0.0007427246,0.9693592,0.0002753379,0.0003791233,0.02555886],"study_design_scores_gemma":[0.00002984756,0.000513597,0.0101592,0.00001944655,0.00005338917,0.000605069,0.00001421389,0.01547295,0.9674023,0.0001073167,0.005593155,0.00002950804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.513376,0.006943393,0.4618845,0.0002645886,0.0001169677,0.0003228246,0.001695476,0.009280916,0.006115374],"genre_scores_gemma":[0.7327037,0.001929377,0.2567967,0.0001720889,0.00004664055,0.000179361,0.002080675,0.0008142987,0.005277064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002270197,"threshold_uncertainty_score":0.007912636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145614963814938,"score_gpt":0.325119225176795,"score_spread":0.3136630755386456,"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."}}