{"id":"W2065815711","doi":"10.1118/1.3476101","title":"Sci—Thur PM: YIS — 06: Presentation of a Novel Scintillating Fiber Fluence Monitor for the Real‐Time Verification of Advanced MLC‐Driven Radiotherapy Treatment","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":"Université Laval","funders":"","keywords":"Attenuation; Optics; Physics; Detector; Scintillator; Fluence; Dosimetry; Optical fiber; Isocenter; Attenuation length; Scintillation; Nuclear medicine; Laser","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":[0.000719452,0.000555134,0.0002070531,0.0005441987,0.0002557012,0.0007007629,0.0006668284,0.001005153,0.0113216],"category_scores_gemma":[0.0003806484,0.0002129856,0.0002937566,0.0001765777,0.0002961823,0.0004732598,0.0005664385,0.0005667693,0.004150069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471505,"about_ca_system_score_gemma":0.0005342072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002402971,"about_ca_topic_score_gemma":0.0002159739,"domain_scores_codex":[0.9998077,0.00003357602,0.00001374495,0.0000452097,0.00007632569,0.00002354509],"domain_scores_gemma":[0.9997447,0.00001769328,0.00002426767,0.00002354393,0.0001346425,0.00005508312],"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":[0.001457922,0.0003105997,0.002033057,0.0005855535,0.00007633344,0.0009613917,0.0001500823,0.001149313,0.7902046,0.004508783,0.02399371,0.1745686],"study_design_scores_gemma":[0.000247439,0.002543458,0.007805028,0.0000560605,0.000101502,0.004018458,0.00006795688,0.02687001,0.7722558,0.001072254,0.1848757,0.00008626085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.409245,0.007378351,0.4485982,0.004889827,0.006508976,0.001819395,0.002415624,0.008926007,0.1102187],"genre_scores_gemma":[0.6733351,0.003232176,0.1421586,0.001211846,0.002886593,0.0007077088,0.004395901,0.001166839,0.1709052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0113216,"threshold_uncertainty_score":0.03787452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325172656346658,"score_gpt":0.3222587586502763,"score_spread":0.3090070320868097,"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."}}