{"id":"W3022505013","doi":"10.1016/j.ijrobp.2006.07.978","title":"2565","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Coronal plane; Radiation treatment planning; Nuclear medicine; Radiation therapy; Cone beam computed tomography; Pelvis; Cone beam ct; Radiology; Quality assurance; Medical physics; Computed tomography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000248188,0.0008132538,0.0003540812,0.001348888,0.001043906,0.001828433,0.0006627688,0.001221944,0.8600962],"category_scores_gemma":[0.0006856567,0.0002340062,0.0003249339,0.0009085836,0.0004122153,0.0008220318,0.001134846,0.0006061525,0.7922876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761777,"about_ca_system_score_gemma":0.0005580633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105988,"about_ca_topic_score_gemma":0.0034692,"domain_scores_codex":[0.9998013,0.00001803108,0.00001462905,0.00006054866,0.00007506726,0.00003039855],"domain_scores_gemma":[0.9996088,0.00006047364,0.00001697013,0.00008149719,0.0001469147,0.00008537696],"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":[0.0002435284,0.0002679827,0.00213391,0.000251619,0.00003265943,0.0003900579,0.0001277816,0.0004805158,0.01548499,0.02137548,0.453932,0.5052795],"study_design_scores_gemma":[0.00002373826,0.00005593784,0.001621912,0.00008758044,0.00001469815,0.0004237849,0.00006207191,0.000295995,0.001860885,0.001398504,0.9941463,0.000008562767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002133587,0.0003842445,0.001200492,0.0005030196,0.0007362317,0.00007229559,0.0009005663,0.0003907614,0.9936789],"genre_scores_gemma":[0.004191577,0.0002291289,0.0004247284,0.0002482067,0.00008682152,0.00002579375,0.0008272232,0.00006181942,0.9939047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1399038,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067392517914361,"score_gpt":0.3225425227760552,"score_spread":0.3118685975969115,"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."}}