{"id":"W4417259160","doi":"10.1016/j.wneu.2025.124719","title":"Early Neurological Deterioration After Recanalization: A Retrospective Study of 1053 Endovascular Treatment Patients","year":2025,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Endovascular treatment; MEDLINE; Clinical neurology; Karnofsky Performance Status","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005166742,0.0001728763,0.0003821641,0.0002584304,0.00005003329,0.00001807959,0.00003388384,0.0000280486,0.00005422578],"category_scores_gemma":[0.00006407335,0.0001311812,0.000169972,0.0005836893,0.00004094966,0.00006618855,0.00002942353,0.00005774957,0.000005708592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006124152,"about_ca_system_score_gemma":0.00005015131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003440816,"about_ca_topic_score_gemma":0.000038687,"domain_scores_codex":[0.998749,0.0001209151,0.000354544,0.0003703906,0.0002483005,0.0001568267],"domain_scores_gemma":[0.9993491,0.00004958539,0.00009817812,0.000341946,0.0000886337,0.00007259139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009727906,0.004092265,0.9912735,0.00001539485,0.0002108487,0.0001773523,0.0001409554,0.000002480945,0.00003984857,0.00002545017,0.00007797232,0.002971145],"study_design_scores_gemma":[0.002214226,0.001592477,0.9949777,0.00002513635,0.0005753738,0.000001064322,0.0000140062,0.00003528934,0.0002306208,0.00003592337,0.0002260112,0.00007219692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977426,0.00006600233,0.00001316005,0.000119538,0.0001590769,0.0009217432,0.000006236996,0.00004878916,0.0009228736],"genre_scores_gemma":[0.9982421,0.0000130657,0.00001610627,0.0002980438,0.00002964495,0.0002435611,0.00002496595,0.00001365513,0.001118898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003704178,"threshold_uncertainty_score":0.5349415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172909650748566,"score_gpt":0.2524332272260773,"score_spread":0.2351422621512206,"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."}}