{"id":"W2253379037","doi":"10.1016/j.prro.2015.02.003","title":"Separating the dosimetric consequences of changing tumor anatomy from positional uncertainty for conventional fractionated lung cancer patients.","year":2015,"lang":"en","type":"letter","venue":"Practical Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Lung cancer; Cancer; Lung; Radiology; Medical physics; Nuclear medicine; Pathology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003927957,0.0002440336,0.0004474156,0.0002441907,0.0002111731,0.00003474665,0.0001794704,0.0002785605,0.001555792],"category_scores_gemma":[0.0002962768,0.0002010002,0.0001709769,0.0003562717,0.0002364129,0.0002871008,0.00003316654,0.0009216858,0.000002494443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007020721,"about_ca_system_score_gemma":0.001190822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004802009,"about_ca_topic_score_gemma":0.000002998716,"domain_scores_codex":[0.9979678,0.0003557399,0.0005532756,0.0003723144,0.0004238515,0.0003270328],"domain_scores_gemma":[0.9934903,0.004282524,0.001302201,0.000153048,0.0007172311,0.0000547014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000266711,0.0003645439,0.01517705,0.00005061411,0.001273825,0.000008000196,0.0002199045,0.0007705782,0.0002745183,0.01396612,0.9599383,0.00768986],"study_design_scores_gemma":[0.001480176,0.0002175606,0.0005464664,0.00004358606,0.0002999676,0.000003222902,0.00005935107,0.01439777,0.0007372345,0.009408247,0.9724798,0.0003265734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00605494,0.001733975,0.3052461,0.667169,0.002975708,0.004514927,0.009676484,0.0001870107,0.00244185],"genre_scores_gemma":[0.3995104,0.0001870859,0.08742226,0.43263,0.02744645,0.00835211,0.04320487,0.0003361771,0.0009106558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3934555,"threshold_uncertainty_score":0.9993569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251051820416751,"score_gpt":0.3995289671573909,"score_spread":0.3770184489532234,"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."}}