{"id":"W2140882616","doi":"10.1186/1748-717x-5-52","title":"Planning target volume margins for prostate radiotherapy using daily electronic portal imaging and implanted fiducial markers","year":2010,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; Saskatoon Medical Imaging; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Fiducial marker; Medicine; Isocenter; Radiation therapy; Prostate cancer; Prostate; Cyberknife; Nuclear medicine; Image-guided radiation therapy; Radiation treatment planning; Radiology; Radiosurgery; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.000238402,0.0001728841,0.0002512022,0.0001198116,0.0001957347,0.00003596318,0.00009066403,0.0000746929,0.0001973934],"category_scores_gemma":[0.000009999713,0.0001863526,0.00005375839,0.0001045228,0.00007561098,0.0002362706,0.00001147733,0.0002733538,4.093536e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382176,"about_ca_system_score_gemma":0.0002849021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006682589,"about_ca_topic_score_gemma":0.000005979517,"domain_scores_codex":[0.9989099,0.00004446413,0.0002418322,0.0002956974,0.00006552554,0.0004425771],"domain_scores_gemma":[0.9994308,0.00008760839,0.0002278466,0.0001290765,0.00005424281,0.00007040919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007231348,0.0001611743,0.4657869,0.0000235603,0.0003061617,0.00001173751,0.001713069,0.0007306664,0.2925163,0.008303264,0.006547757,0.2231763],"study_design_scores_gemma":[0.004840731,0.0005936562,0.02483203,0.00001583535,0.00005921554,0.0001125293,0.0003025283,0.2823972,0.004614973,0.004524428,0.6769546,0.0007522259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4826283,0.0004129214,0.5146267,0.0003704543,0.0004456746,0.0008222082,0.0001117855,0.0001158084,0.0004661683],"genre_scores_gemma":[0.8786852,0.00003564053,0.1193689,0.0002462443,0.001069291,0.0001282409,0.0002328922,0.00006939118,0.0001641608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6704069,"threshold_uncertainty_score":0.7599237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005296816031081748,"score_gpt":0.3078076514062409,"score_spread":0.3025108353751592,"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."}}