{"id":"W2933987224","doi":"10.1002/acm2.12571","title":"Dosimetric effect of body contour changes for prostate and head and neck volumetric modulated arc therapy plans","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Calgary","funders":"","keywords":"Medicine; Head and neck; Nuclear medicine; Prostate; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386195,0.0005422506,0.0002837175,0.0006692363,0.0002451653,0.0006481595,0.0003821139,0.0004015748,0.001365824],"category_scores_gemma":[0.007436946,0.0003181027,0.00076705,0.0006053474,0.000481128,0.0003193984,0.0007672237,0.0005197718,0.0001913769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006277481,"about_ca_system_score_gemma":0.0002812452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423626,"about_ca_topic_score_gemma":0.001040452,"domain_scores_codex":[0.9983979,0.0004579484,0.000130421,0.0002225035,0.0006966075,0.00009453612],"domain_scores_gemma":[0.995456,0.002856148,0.0007548286,0.0005125423,0.0003092662,0.0001112662],"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":[0.004910437,0.0003090827,0.04336125,0.0004201916,0.0003955075,0.0004834374,0.0009161441,0.5509997,0.2628554,0.001002389,0.000963511,0.133383],"study_design_scores_gemma":[0.0002719841,0.005869545,0.3261852,0.0001157799,0.001006113,0.002260319,0.0004859761,0.2422087,0.410244,0.001073007,0.01000961,0.0002697556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561842,0.001927871,0.03451452,0.0001706855,0.0001212299,0.0001864819,0.0004261915,0.0008367746,0.005631987],"genre_scores_gemma":[0.9928981,0.0002104992,0.005714651,0.00006868951,0.0000090612,0.00003276422,0.0002744084,0.0002872919,0.0005044715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423626,"threshold_uncertainty_score":0.007331014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520779897779057,"score_gpt":0.3404966167922442,"score_spread":0.3252888178144537,"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."}}