{"id":"W2025374889","doi":"10.1007/s00701-009-0298-1","title":"Polymer gel in rat skull to assess the accuracy of a new rat stereotactic device for use with the Gamma Knife","year":2009,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Neuroradiology; Neurosurgery; Interventional radiology; Skull; Neurology; Radiology; Medical physics; Surgery","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":[0.0001115622,0.0002379079,0.0003572151,0.00009714128,0.00009328333,0.00007954854,0.0002374349,0.0000463882,0.00004007758],"category_scores_gemma":[0.0002296638,0.0001116923,0.0001191299,0.0004198228,0.0000321921,0.0001646495,0.00004220253,0.0001743366,0.00001161139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000299709,"about_ca_system_score_gemma":0.0001372092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001523969,"about_ca_topic_score_gemma":0.0001193736,"domain_scores_codex":[0.998697,0.00008239516,0.0002787252,0.0003209864,0.0002872453,0.0003336828],"domain_scores_gemma":[0.9975498,0.001379135,0.0001592433,0.0006645218,0.00007662029,0.0001706771],"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":[0.03091386,0.01358619,0.1099541,0.0004685103,0.001562257,0.003918089,0.01202971,0.0002503201,0.4122526,0.004113211,0.2785093,0.132442],"study_design_scores_gemma":[0.01737889,0.005964724,0.4754484,0.0005433526,0.001182251,0.0008546027,0.0006207472,0.0002792176,0.1589836,0.00006392104,0.3380487,0.0006315623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455344,0.0002526191,0.00001506227,0.05234218,0.00007010418,0.001502737,0.000005725071,0.00002176131,0.0002553924],"genre_scores_gemma":[0.9903284,0.0000682187,0.0001845473,0.008643287,0.00009409471,0.00009635295,0.000007113775,0.00002719299,0.0005507764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3654944,"threshold_uncertainty_score":0.4554678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05536067021739378,"score_gpt":0.3131274954361092,"score_spread":0.2577668252187154,"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."}}