{"id":"W4366495797","doi":"10.1007/s12028-023-01721-5","title":"Monitoring of Brain Tissue Oxygen Tension in Cardiac Arrest: a Translational Systematic Review from Experimental to Clinical Evidence","year":2023,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Oxygen tension; Hypoxia (environmental); Oxygenation; Cardiology; Internal medicine; Anesthesia; Oxygen","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004446707,0.001500008,0.008932554,0.003406225,0.0003688169,0.002430709,0.001987397,0.002363475,0.004763788],"category_scores_gemma":[0.02168083,0.0008009204,0.008429904,0.003508703,0.0007769912,0.001778596,0.00125614,0.001752247,0.0004032195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461333,"about_ca_system_score_gemma":0.00484472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005147107,"about_ca_topic_score_gemma":0.0149248,"domain_scores_codex":[0.9976175,0.0007217852,0.0008589012,0.0003363863,0.0003725323,0.00009290643],"domain_scores_gemma":[0.9872127,0.01030735,0.001560757,0.0001558046,0.0006438926,0.0001195512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005512245,0.00004275625,0.0006234798,0.9171638,0.01884515,0.00008890541,0.00008217012,0.0001336833,0.0002339731,0.0002067353,0.001609041,0.06041903],"study_design_scores_gemma":[0.001386784,0.0006522829,0.007167873,0.6921376,0.2662358,0.0004819668,0.0002923345,0.0001799809,0.0003221396,0.0008011943,0.03022941,0.0001126864],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002977748,0.9992802,0.00006392867,0.00007306978,0.0000597433,0.00005364402,0.0000923132,0.000002943752,0.00007645366],"genre_scores_gemma":[0.004565598,0.9945444,0.0002946549,0.0003323717,0.00006266544,0.00008068587,0.00007648333,0.000001890749,0.00004123083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008932554,"threshold_uncertainty_score":0.02351665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137636778512477,"score_gpt":0.4837049639759013,"score_spread":0.3460681854634243,"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."}}