{"id":"W4220970966","doi":"10.1016/j.nrleng.2021.03.006","title":"Endovascular therapy for the management of chronic subdural hematomas after failure of surgical drainage","year":2021,"lang":"en","type":"letter","venue":"Neurología (English Edition)","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Subdural Hematomas; Chronic subdural hematoma; Medicine; Drainage; Surgery; Hematoma","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":[0.0001593159,0.0003615876,0.0007334905,0.0001039782,0.0001010014,0.00002768491,0.0003716276,0.0004382764,0.000699198],"category_scores_gemma":[0.00003854293,0.0002549127,0.0009102343,0.0002997885,0.0003022346,0.00006442101,0.0001197954,0.001141305,0.000004954087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000306328,"about_ca_system_score_gemma":0.0001048283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002237843,"about_ca_topic_score_gemma":0.00000132687,"domain_scores_codex":[0.99758,0.0001137008,0.0006232017,0.0006335693,0.0006361438,0.0004133792],"domain_scores_gemma":[0.9974626,0.0005879116,0.0002935164,0.001055543,0.000534569,0.00006590344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004721983,0.0004435806,0.00004573081,0.003164499,0.0009325395,0.002338235,0.0000595425,0.00001397163,0.00008680848,0.002067235,0.9894715,0.0009041913],"study_design_scores_gemma":[0.002575272,0.0006488817,0.001042765,0.000186836,0.0005336131,0.0002809029,0.00001987889,0.00004430086,0.0005320209,0.0004286553,0.9935163,0.0001906103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01434693,0.008810906,0.0005257013,0.9630002,0.003212988,0.005389693,0.0006468441,0.0002219493,0.003844828],"genre_scores_gemma":[0.5788514,0.005770168,0.0005215034,0.3674315,0.03390489,0.006519937,0.003304498,0.0003891875,0.003306916],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5955687,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284711506901003,"score_gpt":0.2421784783914344,"score_spread":0.2293313633224244,"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."}}