{"id":"W1967544024","doi":"10.1097/00006123-200004000-00023","title":"Brain Tumor Surgery with the Toronto Open Magnetic Resonance Imaging System: Preliminary Results for 36 Patients and Analysis of Advantages, Disadvantages, and Future Prospects","year":2000,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Magnetic resonance imaging; Intraoperative MRI; Neuronavigation; Interventional magnetic resonance imaging; Surgical planning; Catheter; Radiology; Surgery; Image-guided surgery; Neurosurgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032502,0.0002430507,0.0007212974,0.0001029882,0.0001572712,0.00007288051,0.00009046991,0.00003103691,0.00001789947],"category_scores_gemma":[0.00008372743,0.0001488619,0.000120171,0.0003357769,0.0001094125,0.0002185629,0.00006290358,0.0000656677,4.254523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005149934,"about_ca_system_score_gemma":0.00004067103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418851,"about_ca_topic_score_gemma":0.0001125215,"domain_scores_codex":[0.9983751,0.00009242362,0.0004264641,0.0005503095,0.0002639975,0.0002917594],"domain_scores_gemma":[0.9980835,0.001055017,0.0001981548,0.0004456349,0.00008695506,0.0001307402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008673852,0.0005590984,0.9038859,0.0003204821,0.0001566577,0.0003674098,0.0002912462,0.000004896348,0.0001108674,0.00002961745,0.012547,0.07305299],"study_design_scores_gemma":[0.002254304,0.0006722491,0.9747297,0.0002421665,0.001033661,0.0000825042,0.0002201212,0.0003297103,0.0001556007,0.0000012562,0.02012341,0.0001552938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814983,0.01383163,6.861701e-7,0.002327702,0.00008636431,0.001494148,0.0003930017,0.00002918,0.0003389774],"genre_scores_gemma":[0.9975836,0.0009325127,0.0001094369,0.0006181229,0.00006882346,0.0002585311,0.0001641328,0.00003511238,0.0002297608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0728977,"threshold_uncertainty_score":0.6070411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0071268939027653,"score_gpt":0.2408496590352975,"score_spread":0.2337227651325322,"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."}}