{"id":"W2235407555","doi":"10.1118/1.4939664","title":"Technical aspects of real time positron emission tracking for gated radiotherapy","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imaging phantom; Fiducial marker; Truebeam; Physics; Tracking (education); Positron emission tomography; Linear particle accelerator; Dosimetry; Breathing; Tracking system; Nuclear medicine; Match moving; Computer science; Computer vision; Optics; Motion (physics); Beam (structure); Filter (signal processing); Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003106593,0.0004466548,0.0002470707,0.0002792637,0.0001916878,0.001029763,0.001167884,0.0008847754,0.001391741],"category_scores_gemma":[0.007345938,0.0004266441,0.0002920347,0.0004356534,0.0004567863,0.0009785999,0.0003754606,0.0005375489,0.0004440676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007624948,"about_ca_system_score_gemma":0.0008551755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936857,"about_ca_topic_score_gemma":0.0007698095,"domain_scores_codex":[0.9982769,0.0006760095,0.000110108,0.0002073971,0.0006671802,0.0000623884],"domain_scores_gemma":[0.9976321,0.001251943,0.0002766708,0.0003427552,0.0004557541,0.00004075442],"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":[0.001108248,0.0001943177,0.008978265,0.001031413,0.0001093782,0.0004724689,0.0002482886,0.03607784,0.6520056,0.006121404,0.00178791,0.2918649],"study_design_scores_gemma":[0.0003227672,0.005392823,0.02629338,0.0003717926,0.0004239507,0.008630315,0.0001077171,0.24202,0.6527764,0.004286246,0.05909351,0.0002811246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09201524,0.004032398,0.8988857,0.0005715723,0.0001724165,0.0003306402,0.00008185195,0.001367896,0.002542336],"genre_scores_gemma":[0.4490475,0.002548493,0.5447947,0.0004098872,0.00009533663,0.0003782879,0.0002456489,0.0002720178,0.002208145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003106593,"threshold_uncertainty_score":0.01642942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008938882919881095,"score_gpt":0.2964992949377747,"score_spread":0.2875604120178936,"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."}}