{"id":"W3048057658","doi":"10.1007/s12630-020-01777-3","title":"Feasibility of studying the association between intraoperative regional cerebral oxygen saturation and postoperative functional decline (ReFUNCTION): a pilot sub-study of NeuroVISION-Cardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Hamilton Health Sciences; Impact; McMaster University; Population Health Research Institute","funders":"Regional Medical Associates of Hamilton","keywords":"Medicine; Oxygen saturation; Cardiac surgery; Anesthesia; Association (psychology); Cardiology; Oxygen; Psychology; Chemistry","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":[0.00138049,0.0004288999,0.0003763298,0.000283007,0.0005385964,0.0004758228,0.00028953,0.000525988,0.001608742],"category_scores_gemma":[0.002200539,0.0001993089,0.0004356893,0.0002286178,0.0004748221,0.0005361049,0.000304467,0.0009207904,0.0003031791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261821,"about_ca_system_score_gemma":0.0004549985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386335,"about_ca_topic_score_gemma":0.001860893,"domain_scores_codex":[0.9996659,0.0001387135,0.00002020959,0.0000786587,0.00003960383,0.0000569336],"domain_scores_gemma":[0.9982199,0.0007748322,0.0001868215,0.0002097354,0.0001662222,0.0004424855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03037659,0.01650875,0.9179239,0.0000603905,0.0003504642,0.0009826198,0.0009890548,0.0001984314,0.02074815,0.0001413084,0.0002003703,0.01151997],"study_design_scores_gemma":[0.0005061127,0.04024052,0.9553222,0.00000404101,0.0001063933,0.0005132683,0.000537778,0.0006128185,0.001750918,0.00008845198,0.0003036977,0.00001372028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999725,0.00001927786,0.00007459426,0.000009094732,0.00000375554,0.0000271387,0.00003200753,9.457552e-7,0.0001081422],"genre_scores_gemma":[0.9992896,0.00002997625,0.0001762315,0.00003229367,0.00001439069,0.00006321353,0.0001168153,0.000002217244,0.000275168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001608742,"threshold_uncertainty_score":0.007300794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0449730420558156,"score_gpt":0.267604611419663,"score_spread":0.2226315693638474,"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."}}