{"id":"W2746484252","doi":"10.1017/cjn.2017.210","title":"Combined Stump Pressure and Oximetry for Shunt Use During Carotid Endarterectomy","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Carotid endarterectomy; Clamp; Anesthesia; Shunt (medical); Transcranial Doppler; Blood pressure; Surgery; Endarterectomy; Ischemia; Cardiology; Internal medicine; Carotid arteries","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009889064,0.0002851431,0.0004134446,0.001106549,0.0002528995,0.0004677222,0.0002172429,0.0002825171,0.0007933378],"category_scores_gemma":[0.006115621,0.0001707858,0.000280082,0.0008310648,0.0002770588,0.0004638676,0.0004016054,0.0004781557,0.0001651268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813256,"about_ca_system_score_gemma":0.0004172354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008521923,"about_ca_topic_score_gemma":0.001540506,"domain_scores_codex":[0.9991209,0.0001951328,0.0001970646,0.0001170106,0.0002758161,0.00009404417],"domain_scores_gemma":[0.9942626,0.002418953,0.002403139,0.0001938871,0.0003935749,0.0003277249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001881373,0.00001537926,0.9965215,0.00001382628,0.0000194438,0.0001079702,0.00004627881,0.00003644857,0.0003890271,0.000003507424,0.00001787653,0.002640638],"study_design_scores_gemma":[0.000009003095,0.0003589375,0.9966494,0.000013479,0.00004691801,0.001328316,0.00008886914,0.0004432831,0.0009641697,0.00001421033,0.00007757013,0.000005722448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999184,0.0002363236,0.0002154585,0.00001413145,0.000005268751,0.00001074268,0.00007872215,0.00000471583,0.0002506721],"genre_scores_gemma":[0.9996907,0.00006952081,0.0001380649,0.000005486873,0.000007944906,0.000006566313,0.00006668684,0.000001229133,0.000013879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001106549,"threshold_uncertainty_score":0.00522989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244192653736053,"score_gpt":0.2753968954353872,"score_spread":0.2429549688980267,"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."}}