{"id":"W2093598071","doi":"10.1118/1.4876299","title":"Dosimetric effects caused by couch tops and immobilization devices: Report of AAPM Task Group 176","year":2014,"lang":"en","type":"review","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Dosimetry; Reproducibility; Nuclear medicine; Radiation treatment planning; Attenuation; Medical physics; Medicine; Biomedical engineering; Physics; Radiation therapy; Radiology; Optics; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004094479,0.00043019,0.001747815,0.00007763608,0.00005566168,0.00001992049,0.0002939092,0.0002642085,0.00005796918],"category_scores_gemma":[0.00008819235,0.000340756,0.000243173,0.0006348069,0.0001823799,0.00009227658,0.00008165547,0.0004560603,0.000002389724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005474712,"about_ca_system_score_gemma":0.0001492241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004188415,"about_ca_topic_score_gemma":5.941163e-7,"domain_scores_codex":[0.9977393,0.0001599018,0.0008187596,0.0005053732,0.0005122644,0.000264465],"domain_scores_gemma":[0.9977,0.000624986,0.0009003271,0.0005111676,0.00007567352,0.000187858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001058194,0.0001630569,0.0002039253,0.00692979,0.0001964093,0.000007514765,0.00001240724,7.240762e-8,0.0000114113,0.001102727,0.001886099,0.9894855],"study_design_scores_gemma":[0.0002940381,0.0001143492,0.000006193299,0.004565816,0.0004021847,0.00000595509,8.627078e-7,0.00002651375,0.0002101662,0.001156747,0.9928271,0.0003900613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001984371,0.62076,0.3781065,0.000005202706,0.0001222115,0.0006640113,0.00003573457,0.00006119458,0.0002252241],"genre_scores_gemma":[0.001226389,0.995403,0.0007945613,0.00006899841,0.000943229,0.0002470272,0.001082651,0.0001286272,0.0001055356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990941,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050021797850595,"score_gpt":0.313932115997392,"score_spread":0.303431898018886,"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."}}