{"id":"W4414434540","doi":"10.1097/ms9.0000000000003899","title":"Neuroprotection in aortic arch surgery: a meta-analysis of hypothermia and selective cerebral perfusion on perioperative stroke and cognitive outcomes","year":2025,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroprotection; Hypothermia; Perioperative; Cerebral perfusion pressure; Stroke (engine); Aortic arch; Incidence (geometry)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01413686,0.002594711,0.01517957,0.005111604,0.0007623967,0.003372015,0.002012153,0.002521568,0.002922476],"category_scores_gemma":[0.02432069,0.001230729,0.05650029,0.00504337,0.000664454,0.001353126,0.001509047,0.002103125,0.0002607589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559436,"about_ca_system_score_gemma":0.002207858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348144,"about_ca_topic_score_gemma":0.008024787,"domain_scores_codex":[0.9905062,0.005344424,0.00201672,0.001035388,0.0007075193,0.0003897228],"domain_scores_gemma":[0.979256,0.01511272,0.002999981,0.0009159597,0.001286395,0.000428798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005103009,0.00003885413,0.008524142,0.06594461,0.9145019,0.0001143745,0.00005460895,0.0004743352,0.000212525,0.00008169733,0.0002424424,0.004707461],"study_design_scores_gemma":[0.0005302757,0.0002064611,0.004742401,0.003258839,0.9904046,0.00004681838,0.00002077858,0.0002389775,0.00006920853,0.0001076978,0.0003610184,0.00001287026],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03118988,0.96595,0.001108839,0.0003194955,0.0002973326,0.0002140196,0.0005488748,0.00003952962,0.0003319903],"genre_scores_gemma":[0.6650365,0.3273625,0.003373038,0.0009552931,0.0005596401,0.001056411,0.001084976,0.00005680437,0.000514807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01517957,"threshold_uncertainty_score":0.07476377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648118619461384,"score_gpt":0.3683668059524406,"score_spread":0.2035549440063022,"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."}}