{"id":"W2164108979","doi":"10.1016/j.wneu.2015.06.009","title":"Nerve Section Causes Brain Reaction","year":2015,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Toronto Western Hospital","funders":"","keywords":"Medicine; Complication; Surgery; Epilepsy; Hematoma; Deep vein; Anesthesia; Craniotomy; Thrombosis","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":[0.0002618261,0.0003351933,0.0005388788,0.0009316576,0.00006491973,0.00004749916,0.00006285035,0.000323045,0.0001472267],"category_scores_gemma":[0.000329358,0.0002889498,0.0002588023,0.00053121,0.000072282,0.00007828813,0.00004158244,0.001779818,0.00025425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407793,"about_ca_system_score_gemma":0.0002626063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004073214,"about_ca_topic_score_gemma":0.0001359665,"domain_scores_codex":[0.9976017,0.000221932,0.0003173307,0.0005498652,0.0007779715,0.0005312227],"domain_scores_gemma":[0.9984706,0.0004013106,0.0001732698,0.0006107133,0.0001082943,0.0002358216],"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":[0.0001168382,0.00009102462,0.008082409,0.0001560639,0.00009811094,0.009648363,0.000006559811,1.347673e-7,0.00125359,0.000001642017,0.9799571,0.0005881793],"study_design_scores_gemma":[0.000503548,0.0001918901,0.004270814,0.0001845499,0.0001032574,0.0005131676,0.000001899055,0.000002464063,0.0005923256,0.00002639477,0.9934106,0.0001990781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008113867,0.0003837298,0.000002248006,0.9518496,0.003206811,0.0007208965,0.00006024371,0.0006718153,0.03499081],"genre_scores_gemma":[0.007000037,0.00009771784,0.00001615953,0.5461975,0.01195928,0.0001278922,0.001127395,0.0002624472,0.4332116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4056521,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979976694846499,"score_gpt":0.3113945114882377,"score_spread":0.2515947445397727,"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."}}