{"id":"W3190673962","doi":"10.1093/neuros/nyab291","title":"Stereotactic Radiosurgery for Olfactory Groove Meningiomas: An International, Multicenter Study","year":2021,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Anosmia; Adverse effect; Nuclear medicine; Radiation therapy; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002394674,0.0009013368,0.0005000395,0.0008045358,0.0005435191,0.0006545809,0.0004097604,0.0004627461,0.001183909],"category_scores_gemma":[0.002098876,0.0002935432,0.0007619826,0.0009891043,0.0005411529,0.0005983987,0.0004902586,0.0005434435,0.0003413912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580356,"about_ca_system_score_gemma":0.0006453681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349502,"about_ca_topic_score_gemma":0.00283658,"domain_scores_codex":[0.9991388,0.0003573903,0.00009029065,0.0001618909,0.0001481393,0.0001033881],"domain_scores_gemma":[0.9979606,0.0003010391,0.0009834705,0.0001828894,0.0002008333,0.0003711949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0107066,0.002327065,0.9632952,0.0001862392,0.001413699,0.0006296689,0.0008413984,0.0002442668,0.005220291,0.00009351154,0.001076268,0.01396579],"study_design_scores_gemma":[0.002461816,0.007310795,0.9827723,0.00005336491,0.001321005,0.001835811,0.0007028725,0.0003238915,0.0007959623,0.00005587398,0.002336868,0.00002953475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985286,0.0005439926,0.00009590819,0.00006595987,0.000007566041,0.00005191242,0.0001725391,0.00000477324,0.0005287359],"genre_scores_gemma":[0.998394,0.000536862,0.0001538262,0.0001006195,0.00005962528,0.00006935843,0.0005929012,0.000006396106,0.00008637238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002394674,"threshold_uncertainty_score":0.01266444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07985454871597031,"score_gpt":0.3215252093019447,"score_spread":0.2416706605859744,"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."}}