{"id":"W3174008246","doi":"10.4103/jtccm.jtccm_2_21","title":"The Relationship Between Perioperative Regional Cerebral Oxygen Saturation and Postoperative Cognitive Dysfunction: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Translational Critical Care Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Perioperative; Postoperative cognitive dysfunction; Cognition; Medicine; Saturation (graph theory); Oxygen saturation; Anesthesia; Psychology; Internal medicine; Oxygen; Psychiatry; Chemistry; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358036,0.0005013178,0.008858955,0.0002808908,0.0003558501,0.00006973142,0.0001035908,0.0002473793,0.000122286],"category_scores_gemma":[0.006875488,0.0002344874,0.002716504,0.0007187847,0.0006316791,0.0001930734,0.0000167612,0.001051037,0.000003624312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008389182,"about_ca_system_score_gemma":0.0004121827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000351978,"about_ca_topic_score_gemma":0.000004927811,"domain_scores_codex":[0.9946722,0.001538287,0.002040796,0.0003687149,0.001184856,0.0001950832],"domain_scores_gemma":[0.9770265,0.0203356,0.0005417311,0.00016548,0.001496336,0.0004343488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003190481,0.00004665285,0.0009455594,0.7549551,0.2014111,0.0004767835,0.003404801,4.311958e-7,9.426447e-8,0.03268819,0.0002468436,0.005505421],"study_design_scores_gemma":[0.0006880156,0.0005740258,0.002008053,0.02652193,0.9202892,0.00196055,0.0009861158,0.000001897707,2.68358e-8,0.00006227914,0.04668153,0.0002263865],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003206475,0.9306231,0.0004870801,0.06695146,0.00004489173,0.001529558,0.00009941332,0.000008873495,0.0002523854],"genre_scores_gemma":[0.007562638,0.9886197,0.0002254845,0.002366523,0.0005029319,0.00009331247,0.0003339271,0.0000346765,0.0002607861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7284331,"threshold_uncertainty_score":0.9562119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598418406098904,"score_gpt":0.4098214257633471,"score_spread":0.2499795851534567,"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."}}