{"id":"W4392696860","doi":"10.21203/rs.3.rs-3949128/v1","title":"Stereotactic radiosurgery (SRS) for patients with brainstem cerebral cavernous malformations (CCMs): An International, Multicentric Study","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"Institut Servier; Servier; Hospices Civils de Lyon","keywords":"Radiosurgery; Cavernous malformations; Brainstem; Medicine; Radiology; Magnetic resonance imaging; Internal medicine; Radiation therapy","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":[0.001078083,0.0007964354,0.0008307533,0.001332343,0.0005005283,0.0004965426,0.0003179483,0.0004997913,0.002014975],"category_scores_gemma":[0.001625479,0.0003179708,0.001007243,0.002030971,0.0007729668,0.0004664321,0.0005740758,0.0002242549,0.000310841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006222934,"about_ca_system_score_gemma":0.0009371753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004338149,"about_ca_topic_score_gemma":0.003742824,"domain_scores_codex":[0.998871,0.0004612398,0.0001167925,0.0002265864,0.0001709881,0.0001532804],"domain_scores_gemma":[0.9991106,0.0002480995,0.0003233181,0.0001035401,0.00008661907,0.0001277443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00918219,0.00167644,0.9483545,0.0002926359,0.001140518,0.00185815,0.0009530786,0.0008286703,0.00563606,0.0001697929,0.000576292,0.02933171],"study_design_scores_gemma":[0.001128134,0.006446591,0.9845026,0.0000311602,0.0009124513,0.003650769,0.0008634591,0.0002615524,0.0006500607,0.00007201509,0.001438594,0.0000425747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988287,0.0004369324,0.0001177139,0.00001241416,0.000002261573,0.00003869665,0.0001585268,0.000002402682,0.0004023408],"genre_scores_gemma":[0.9982197,0.0006789725,0.0001889016,0.0000454232,0.00002027238,0.00004939565,0.0005667911,0.000005203494,0.0002253654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004338149,"threshold_uncertainty_score":0.008625805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079874589289629,"score_gpt":0.3992130859589807,"score_spread":0.3384143400660844,"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."}}