{"id":"W1994252851","doi":"10.1088/1742-6596/444/1/012013","title":"Current status of scintillation dosimetry for megavoltage beams","year":2013,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Dosimeter; Dosimetry; Scintillation; Medical physics; Optics; Physics; Nuclear engineering; Radiation; Engineering; Nuclear medicine; 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":[0.01046047,0.0008028253,0.001322941,0.002711943,0.0006052661,0.003218279,0.002737269,0.002422891,0.007677381],"category_scores_gemma":[0.007415161,0.0007844189,0.0006777783,0.004048033,0.002228204,0.004448371,0.001742891,0.002057991,0.003634242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306089,"about_ca_system_score_gemma":0.003290777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242469,"about_ca_topic_score_gemma":0.0009846878,"domain_scores_codex":[0.9964161,0.0009254687,0.0002595923,0.0006429345,0.001615854,0.000140066],"domain_scores_gemma":[0.9905173,0.004132277,0.0008307192,0.000595867,0.003576902,0.0003469626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005160169,0.0001559196,0.004308117,0.008437831,0.00008445422,0.00007751567,0.0002982191,0.002145662,0.02343199,0.02699424,0.01292675,0.9206234],"study_design_scores_gemma":[0.00004894983,0.0007667652,0.00676534,0.003329476,0.0002072948,0.000913071,0.0004719005,0.004408341,0.04536455,0.01131513,0.9262438,0.0001653151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008667381,0.9413007,0.02806365,0.005218427,0.001138679,0.00008888076,0.0004522217,0.0004685275,0.01460148],"genre_scores_gemma":[0.09590951,0.8474233,0.03992799,0.002555813,0.002716344,0.0002308008,0.001456595,0.0003182873,0.009461284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01046047,"threshold_uncertainty_score":0.05532092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759276650803931,"score_gpt":0.2976291577244502,"score_spread":0.2800363912164109,"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."}}