{"id":"W2921707754","doi":"10.1093/ons/opz010","title":"Exoscope-Guided (VITOM 3D) Single-Stage Removal of Supratentorial Cavernous Angioma and Hemangioblastoma: 3-Dimensional Operative Video","year":2019,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hemangioblastoma; Stage (stratigraphy); Angioma; Radiology; Surgery; Vascular disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002474666,0.0003341576,0.0007251108,0.0002138038,0.0001426614,0.00007023595,0.00006450103,0.0001121873,0.0004086175],"category_scores_gemma":[0.0001992203,0.0002642092,0.0002359398,0.0002966624,0.0001341601,0.0003748654,0.0001116169,0.0001594142,0.0001026579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072197,"about_ca_system_score_gemma":0.0001842453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007390026,"about_ca_topic_score_gemma":0.00001094698,"domain_scores_codex":[0.9979069,0.0001820876,0.0005712946,0.0005114349,0.0005043134,0.0003239259],"domain_scores_gemma":[0.9986089,0.0002708556,0.0001616187,0.0004025549,0.0003659509,0.0001900637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001981532,0.0054641,0.131491,0.0004561904,0.001657643,0.004088731,0.003905353,0.002057535,0.8306894,0.001737472,0.01288105,0.003589948],"study_design_scores_gemma":[0.0226871,0.00782419,0.1783703,0.001376265,0.0009038143,0.005627239,0.001147816,0.007218193,0.7239286,0.00002443332,0.04914749,0.00174454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952011,0.0005533696,0.00002377711,0.0004201925,0.0009027076,0.0009592606,0.00008039334,0.00004214624,0.001817079],"genre_scores_gemma":[0.995629,0.00006272207,0.001161903,0.0004420535,0.0001749249,0.00005353808,0.0001035001,0.00004541189,0.002326933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067608,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454016875046779,"score_gpt":0.2811416185643771,"score_spread":0.2566014498139094,"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."}}