{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009654197,0.0002059505,0.0008108512,0.0003105551,0.0001788321,0.0001936132,0.0002639085,0.0003569069,0.00106545],"category_scores_gemma":[0.002442854,0.00009006268,0.0005992162,0.0003334116,0.0005373099,0.0001468701,0.0001541372,0.0003031089,0.0001087648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163071,"about_ca_system_score_gemma":0.0003903911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593491,"about_ca_topic_score_gemma":0.0002896299,"domain_scores_codex":[0.999218,0.0004007749,0.00009380643,0.00009115507,0.0001327349,0.00006354505],"domain_scores_gemma":[0.9988211,0.0005667441,0.0004201893,0.00007607895,0.00002057527,0.00009524092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1828541,0.003984527,0.3120957,0.008485224,0.008019912,0.002462459,0.0002301123,0.001990815,0.01153409,0.0009305169,0.003693188,0.4637194],"study_design_scores_gemma":[0.02612086,0.134237,0.7970213,0.001092937,0.00466504,0.01455335,0.0001788031,0.002030539,0.008115103,0.001909178,0.01000054,0.00007544842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766521,0.02030914,0.0008515037,0.0003017621,0.0002001456,0.0001979132,0.0002587649,0.0000191771,0.001209438],"genre_scores_gemma":[0.9888077,0.008618958,0.000705331,0.0003874052,0.000647706,0.0001708032,0.0004183416,0.000002577392,0.0002410642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106545,"threshold_uncertainty_score":0.005105674,"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."}}