{"id":"W3083458480","doi":"10.1364/boe.404101","title":"Optical monitoring of cerebral perfusion and metabolism in adults during cardiac surgery with cardiopulmonary bypass","year":2020,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Academic Medical Organization of Southwestern Ontario","keywords":"Cardiopulmonary bypass; Cardiac surgery; Medicine; Perfusion; Cerebral hypoperfusion; Cerebral perfusion pressure; Cardiology; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001487316,0.0002357464,0.0002318869,0.0002421922,0.0001563445,0.000189503,0.0001014578,0.0002411886,0.0003415695],"category_scores_gemma":[0.0005067362,0.0000937451,0.00008942938,0.0001617001,0.0002039325,0.000115218,0.0001677228,0.0002702377,0.00007094907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417172,"about_ca_system_score_gemma":0.0001468515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008281312,"about_ca_topic_score_gemma":0.001063012,"domain_scores_codex":[0.9998984,0.00002330052,0.000007239634,0.00002607634,0.00002995395,0.00001500057],"domain_scores_gemma":[0.9997981,0.00004865363,0.00008002931,0.00000852724,0.00002726391,0.00003749507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004206963,0.0004853384,0.6883584,0.0002234724,0.0000893371,0.002131775,0.001107648,0.0005028048,0.2307606,0.0001008664,0.0004517647,0.07158111],"study_design_scores_gemma":[0.00004850694,0.004817494,0.9693533,0.00001827189,0.00007193763,0.003426414,0.0004597319,0.00131645,0.01982011,0.00005745484,0.0005937478,0.00001664839],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998985,0.0002188909,0.000497979,0.00001765063,0.000003475071,0.000009517169,0.00002805009,0.000006406731,0.0002330062],"genre_scores_gemma":[0.9989718,0.0002019765,0.0006516664,0.00003089942,0.00001032041,0.00001725564,0.00003094389,0.000001646005,0.00008353266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008281312,"threshold_uncertainty_score":0.001646638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143697910980878,"score_gpt":0.2536909941877957,"score_spread":0.2422540150779869,"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."}}