{"id":"W106874269","doi":"10.1007/174_2011_303","title":"Imaging in Radiation Therapy","year":2011,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Workflow; Radiation therapy; Medical physics; Pace; Image-guided radiation therapy; Medicine; Quality (philosophy); Cancer therapy; Computer science; Cancer; Radiology; Geography","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":[0.0004412487,0.001282746,0.000848257,0.001925763,0.001176267,0.003021978,0.001208468,0.001672052,0.05708471],"category_scores_gemma":[0.0009300028,0.0004591518,0.000378794,0.001546974,0.001978491,0.003257927,0.001585075,0.00333496,0.02941744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359871,"about_ca_system_score_gemma":0.0015062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738718,"about_ca_topic_score_gemma":0.00553395,"domain_scores_codex":[0.9996523,0.00007415547,0.00001167405,0.00004691826,0.0001903884,0.00002459645],"domain_scores_gemma":[0.9997045,0.0001281664,0.0000140423,0.00003489189,0.00008614152,0.00003209117],"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":[0.00001413306,0.00003923234,0.00006159213,0.0006188024,0.000008097464,0.00009102553,0.0005468594,0.0005212824,0.001122661,0.1650054,0.4303188,0.4016521],"study_design_scores_gemma":[0.00000142288,0.000005725726,0.00005283383,0.0002211175,0.000003307759,0.0001992219,0.00004363776,0.00008010475,0.0001473644,0.0162769,0.9829638,0.000004597654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004239773,0.1803039,0.01792715,0.003365645,0.00621564,0.00006108118,0.0001055745,0.0003768477,0.7912202],"genre_scores_gemma":[0.003291559,0.06703538,0.006188807,0.002315954,0.002326024,0.00006203556,0.00009403322,0.0002251993,0.9184611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05708471,"threshold_uncertainty_score":0.1909674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184132153061919,"score_gpt":0.2753446900858879,"score_spread":0.2635033685552687,"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."}}