{"id":"W2170970130","doi":"10.1017/s1460396909990355","title":"Hippocampus avoidance with fan beam and volumetric arc radiotherapy for base of skull tumours","year":2010,"lang":"en","type":"article","venue":"Journal of Radiotherapy in Practice","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Cancer Care Ontario","funders":"","keywords":"Tomotherapy; Arc (geometry); Margin (machine learning); Radiation therapy; Nuclear medicine; Medicine; Radiology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575256,0.0003160652,0.0002454734,0.0003329869,0.0001343179,0.0001867498,0.0002984201,0.0001994446,0.001598183],"category_scores_gemma":[0.0004419989,0.0002096955,0.0003994919,0.0001767704,0.0002466525,0.000187605,0.0003011358,0.0002299472,0.0002526129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380768,"about_ca_system_score_gemma":0.0003284349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089716,"about_ca_topic_score_gemma":0.002276675,"domain_scores_codex":[0.9999219,0.00001293967,0.000003667638,0.00001324746,0.0000288778,0.00001937908],"domain_scores_gemma":[0.9998966,0.00002736405,0.00003556154,0.00002125936,0.000006189471,0.00001299066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008570547,0.001040068,0.03796871,0.0006388072,0.0004114525,0.002414549,0.0007672678,0.0819933,0.6027857,0.001511612,0.001152593,0.2607455],"study_design_scores_gemma":[0.003144816,0.05699485,0.2632674,0.0001571343,0.001039566,0.0394502,0.0005770602,0.06119796,0.5452834,0.003535385,0.0251166,0.0002355019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808801,0.000998441,0.01479537,0.00007760916,0.00003254854,0.00007378102,0.00006410549,0.000167239,0.002910899],"genre_scores_gemma":[0.9917439,0.0003603336,0.006908647,0.00002206608,0.00001377327,0.00002330004,0.00004489415,0.00005599661,0.0008271304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002089716,"threshold_uncertainty_score":0.005346417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008946845494726161,"score_gpt":0.2926929470219052,"score_spread":0.283746101527179,"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."}}