{"id":"W2122214470","doi":"10.1177/108925320200600106","title":"Neuroprotection During Carotid Endarterectomy","year":2002,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Carotid endarterectomy; Cerebral perfusion pressure; Perioperative; Transcranial Doppler; Endarterectomy; Shunt (medical); Stroke (engine); Intensive care medicine; Neuroprotection; Anesthesia; Carotid arteries; Surgery; Cerebral blood flow; Cardiology; Internal medicine","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":[0.0003131202,0.0001826363,0.0002837169,0.0003386905,0.00018475,0.0003410362,0.0001213751,0.0004005868,0.001141988],"category_scores_gemma":[0.000769441,0.00006050773,0.0001297272,0.0002106409,0.0003638415,0.0002670845,0.0001645451,0.0004985497,0.0002453419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204808,"about_ca_system_score_gemma":0.0002290507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445239,"about_ca_topic_score_gemma":0.0007669064,"domain_scores_codex":[0.9998535,0.00006435063,0.00001430885,0.000009050766,0.00003318453,0.00002561499],"domain_scores_gemma":[0.9998355,0.00006051644,0.00004606926,0.00001085888,0.00001880883,0.00002815317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01429715,0.0004084744,0.01164102,0.001537979,0.0002627082,0.01703656,0.0009533842,0.001267568,0.1134648,0.004643028,0.01412187,0.8203655],"study_design_scores_gemma":[0.002738262,0.03527997,0.368702,0.002690393,0.001274501,0.149515,0.001573427,0.004507631,0.1554058,0.02801287,0.2500733,0.0002269639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7342255,0.2154733,0.009225441,0.00740709,0.001670217,0.00008051462,0.0001104012,0.0004338261,0.03137382],"genre_scores_gemma":[0.9668149,0.02898264,0.001301553,0.0004966089,0.001200165,0.00002782841,0.00005826,0.00001043709,0.001107695],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001141988,"threshold_uncertainty_score":0.00382036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009449962713424714,"score_gpt":0.2273939095707107,"score_spread":0.217943946857286,"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."}}