{"id":"W1994292831","doi":"10.1111/j.1442-2034.2001.95-16.x","title":"HOW I DO NEUROSURGERY: PARASAGITTAL MENINGIOMAS","year":2001,"lang":"en","type":"article","venue":"Annals of the College of Surgeons Hong Kong","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Neurosurgery; Hemiparesis; Surgery; Retrospective cohort study; Meningioma; Superior sagittal sinus; Sinus (botany); Thrombosis; Lesion","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":[0.001331134,0.0004866064,0.0003621401,0.00115881,0.00228697,0.002717163,0.0007741203,0.004356482,0.01096806],"category_scores_gemma":[0.01112244,0.000374701,0.0003956864,0.0006016154,0.002702333,0.004517978,0.001351218,0.003411545,0.009475862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033579,"about_ca_system_score_gemma":0.00335614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005158125,"about_ca_topic_score_gemma":0.01090533,"domain_scores_codex":[0.9988602,0.000396476,0.00007799498,0.0001525414,0.0002680887,0.0002446779],"domain_scores_gemma":[0.9968988,0.0005888928,0.0006106552,0.0001806287,0.0005555404,0.001165562],"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":[0.00007763592,0.0003408905,0.09792969,0.0007379433,0.00009389603,0.01841104,0.006789862,0.0004155589,0.001692926,0.005701046,0.4163258,0.4514838],"study_design_scores_gemma":[0.00004983455,0.0005257935,0.04620731,0.003756483,0.0001700872,0.1282274,0.03108938,0.0004869966,0.001369393,0.04333645,0.7445664,0.0002144045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0689591,0.06025743,0.008460474,0.7058446,0.02935903,0.0001217188,0.0003622438,0.00103581,0.1255995],"genre_scores_gemma":[0.5483021,0.1038461,0.0130944,0.2157585,0.02910077,0.0002287862,0.0003751779,0.0004010061,0.08889317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01096806,"threshold_uncertainty_score":0.03669178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0608973925373974,"score_gpt":0.2853558375353363,"score_spread":0.2244584449979389,"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."}}