{"id":"W2087412595","doi":"10.1118/1.4894896","title":"Poster — Thur Eve — 37: Respiratory gating with an Elekta flattening filter free photon beam","year":2014,"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":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Gating; Physics; Linear particle accelerator; Nuclear medicine; Dosimetry; Pinnacle; Radiation treatment planning; Optics; SIGNAL (programming language); Beam (structure); Radiation therapy; Medical physics; Computer science; Medicine; Radiology","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":[0.0005272962,0.0004064561,0.0001785447,0.0003812981,0.0003550446,0.0009045558,0.0004887718,0.0005905663,0.05362679],"category_scores_gemma":[0.0003982015,0.0002695871,0.000502973,0.0001790227,0.0001690678,0.0003853857,0.0006874822,0.0006193645,0.01201308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453585,"about_ca_system_score_gemma":0.000395635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006887019,"about_ca_topic_score_gemma":0.001029052,"domain_scores_codex":[0.9997534,0.00004164413,0.00001156546,0.00004957725,0.0001094483,0.00003445259],"domain_scores_gemma":[0.9998057,0.00003294984,0.00001532538,0.00003662202,0.00006209521,0.00004723503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002429941,0.0004104427,0.004509416,0.0003729056,0.00009022689,0.001361171,0.000413963,0.004887011,0.4024116,0.005561598,0.1472746,0.4302772],"study_design_scores_gemma":[0.0002585464,0.001236159,0.03050726,0.0001096343,0.0000885741,0.002684613,0.0001287291,0.01827133,0.3420059,0.002171142,0.6023922,0.000145681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2781652,0.002785444,0.3164969,0.004733967,0.006056173,0.001453193,0.004396876,0.01689205,0.3690202],"genre_scores_gemma":[0.5076731,0.001005139,0.09552605,0.0009110153,0.0007556357,0.0002238502,0.003307069,0.003056877,0.3875413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05362679,"threshold_uncertainty_score":0.1793995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115171115982877,"score_gpt":0.2678577352697352,"score_spread":0.2567060241099064,"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."}}