{"id":"W1270705631","doi":"10.1118/1.4924900","title":"SU‐E‐T‐538: Lung SBRT Dosimetric Comparison of 3D Conformal and RapidArc Planning","year":2015,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital","funders":"","keywords":"Medicine; Nuclear medicine; Radiation treatment planning; Dosimetry; Radiation therapy; Medical physics; 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":[0.0003712872,0.0002387046,0.0001671284,0.0004424143,0.00008564351,0.0002999825,0.0003111051,0.000225498,0.002181356],"category_scores_gemma":[0.0008948675,0.000154201,0.0003290959,0.0004133472,0.0001476829,0.0001664474,0.0002456815,0.0001615604,0.0002946244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323676,"about_ca_system_score_gemma":0.000189132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768968,"about_ca_topic_score_gemma":0.001391206,"domain_scores_codex":[0.9997237,0.00005966702,0.00001695857,0.00004884331,0.0001296013,0.0000212512],"domain_scores_gemma":[0.9996854,0.000116656,0.00005721678,0.00005644355,0.00006455075,0.0000197763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004539608,0.0003917201,0.04869943,0.0005456113,0.0003629058,0.0003476703,0.0002714973,0.4164754,0.2213923,0.002747868,0.005106657,0.2991193],"study_design_scores_gemma":[0.0007115473,0.003437631,0.2177143,0.00003828271,0.0002624571,0.003331001,0.0001279765,0.4932532,0.2676575,0.001824002,0.01149761,0.0001445645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923614,0.0009036866,0.06370499,0.00009297657,0.00002769608,0.00009480973,0.00109487,0.001539352,0.008927508],"genre_scores_gemma":[0.986665,0.00007057632,0.01106034,0.00001981308,0.000003437036,0.00002860055,0.0009335548,0.0001768727,0.001041827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002181356,"threshold_uncertainty_score":0.007297337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262160123939511,"score_gpt":0.3424907943137804,"score_spread":0.3162747819198293,"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."}}