{"id":"W2142366416","doi":"10.1118/1.2140118","title":"Development and characterization of a tissue equivalent plastic scintillator based dosimetry system","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre; BC Cancer Agency","funders":"","keywords":"Scintillator; Imaging phantom; Dosimetry; Optics; Materials science; Scintillation; Collimator; Linear particle accelerator; Image resolution; Pixel; Dot pitch; Dose profile; Linearity; Physics; Nuclear medicine; Beam (structure); Detector; Medicine","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":[0.001544098,0.0004532226,0.0005298117,0.0006209894,0.0002201445,0.0007097685,0.001498378,0.0007892757,0.00197993],"category_scores_gemma":[0.001891705,0.0003120477,0.0003822296,0.0004586374,0.0003429384,0.0005859464,0.0003625583,0.0005191254,0.001022963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006199114,"about_ca_system_score_gemma":0.001029504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007578189,"about_ca_topic_score_gemma":0.0005425864,"domain_scores_codex":[0.9989956,0.0001231572,0.00007538727,0.0002081716,0.0005388346,0.00005880385],"domain_scores_gemma":[0.9986493,0.0002908304,0.0001795853,0.0001586483,0.0006355435,0.00008598915],"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":[0.00009161377,0.00006951638,0.0007940762,0.0001247587,0.00001349413,0.00009914383,0.00004768378,0.002042703,0.971016,0.0006322098,0.000246139,0.02482277],"study_design_scores_gemma":[0.00003193988,0.0009773774,0.003711524,0.00002141544,0.00004197865,0.000518474,0.00002208336,0.01598761,0.9661922,0.00009457094,0.01236362,0.00003739574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1821141,0.0008710963,0.8082194,0.0002798326,0.000133872,0.001522209,0.000610078,0.00278806,0.003461371],"genre_scores_gemma":[0.3605684,0.0007249541,0.6261508,0.0002410848,0.00004326635,0.0008614328,0.001579868,0.0003382805,0.009491874],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00197993,"threshold_uncertainty_score":0.008166075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008683279697645874,"score_gpt":0.2616309286730986,"score_spread":0.2529476489754527,"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."}}