{"id":"W2147757310","doi":"10.1093/jrr/rrt114","title":"A serial 4DCT study to quantify range variations in charged particle radiotherapy of thoracic cancers","year":2013,"lang":"en","type":"article","venue":"Journal of Radiation Research","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"National Cancer Institute; National Institutes of Health","keywords":"Nuclear medicine; Radiation therapy; Medicine; Breathing; Proton therapy; Range (aeronautics); Radiology; Materials science; Anatomy","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":[0.0005130955,0.0003131692,0.0002408777,0.0009076149,0.0002448733,0.0003456265,0.0002203314,0.0003527216,0.00191037],"category_scores_gemma":[0.0008194252,0.0003347519,0.000219514,0.0007157783,0.0001566056,0.0002679803,0.0001883095,0.0003872304,0.0003010908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502333,"about_ca_system_score_gemma":0.0002031023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003246783,"about_ca_topic_score_gemma":0.003375725,"domain_scores_codex":[0.9998326,0.00003104718,0.0000149247,0.00003258132,0.00007015505,0.00001863398],"domain_scores_gemma":[0.9995978,0.00008590239,0.00006799471,0.00007129564,0.0001430569,0.00003380578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001745494,0.0003268824,0.0550953,0.0003419756,0.0001145704,0.001184863,0.0003465308,0.009890331,0.869824,0.0002530327,0.0008826298,0.05999432],"study_design_scores_gemma":[0.0001096679,0.004661971,0.4816287,0.00005732996,0.0002990632,0.01023045,0.0003393125,0.0325987,0.455707,0.0002313972,0.01405774,0.00007881834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760389,0.002773333,0.01632356,0.00005157749,0.00003919265,0.0001273555,0.0005508398,0.0001707622,0.003924431],"genre_scores_gemma":[0.9876029,0.0006343559,0.008921563,0.00003942374,0.00001677576,0.00008210683,0.0003861002,0.0001063986,0.00221053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003246783,"threshold_uncertainty_score":0.006455779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994125689547636,"score_gpt":0.4480057201556132,"score_spread":0.3980644632601369,"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."}}