{"id":"W2161630244","doi":"10.1161/strokeaha.110.579383","title":"Endovascular Treatment or Neurosurgical Clipping of Ruptured Intracranial Aneurysms","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Vasospasm; Endovascular coiling; Subarachnoid hemorrhage; Aneurysm; Clipping (morphology); Cerebral infarction; Angiography; Internal carotid artery; Middle cerebral artery; Cerebral vasospasm; Propensity score matching; Cerebral angiography; Radiology; Surgery; Cardiology; Ischemia; Endovascular treatment","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":[],"consensus_categories":[],"category_scores_codex":[0.00005970515,0.000202295,0.0003813533,0.00008787006,0.00009792155,0.00001624915,0.0001021064,0.0001152893,0.0007368214],"category_scores_gemma":[0.00005670698,0.0001347151,0.0002713588,0.0001481191,0.0001152673,0.00004094212,0.00002198939,0.0002274554,0.00005626112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002560736,"about_ca_system_score_gemma":0.00009558615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006610533,"about_ca_topic_score_gemma":0.00006426489,"domain_scores_codex":[0.9988428,0.00002939881,0.000320057,0.0002968803,0.0002424454,0.000268426],"domain_scores_gemma":[0.9991297,0.00008324109,0.00008350534,0.0004662485,0.00008364736,0.0001536939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002073492,0.002533328,0.02306226,0.00006772082,0.0003794087,0.001572437,0.0003445581,0.000005546343,0.9199289,0.006849063,0.0001611905,0.04302206],"study_design_scores_gemma":[0.03352082,0.01407803,0.4779721,0.0001104543,0.003171848,0.01565752,0.0003135714,0.002388609,0.2678607,0.0006188549,0.1830354,0.001271978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895231,0.00004233909,0.00008629443,0.0007882385,0.0004080316,0.0005010356,0.00004855427,0.00009437618,0.008508071],"genre_scores_gemma":[0.9940451,0.0000425684,0.001952709,0.0001012891,0.0004807107,0.00005512135,0.00004047503,0.00002371431,0.003258355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520682,"threshold_uncertainty_score":0.8067678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200124435842573,"score_gpt":0.2741317078345174,"score_spread":0.2541192642502601,"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."}}