{"id":"W3021629462","doi":"10.1016/j.resuscitation.2020.04.031","title":"Oxygenation and ventilation targets after cardiac arrest: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Oxygenation; Ventilation (architecture); Intensive care medicine; Anesthesia; Internal medicine; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008669916,0.0004807644,0.006292603,0.000522199,0.0000908298,0.00009533189,0.00005589768,0.0002632709,0.00002980393],"category_scores_gemma":[0.000553189,0.000339504,0.0023503,0.001264834,0.0000578557,0.0001974696,0.00004868564,0.0002690703,0.00004126292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188354,"about_ca_system_score_gemma":0.0001083602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007551675,"about_ca_topic_score_gemma":0.000004804618,"domain_scores_codex":[0.9968168,0.000636933,0.001116777,0.0006744783,0.0005571339,0.0001979341],"domain_scores_gemma":[0.9980692,0.0003009122,0.0007760383,0.0003995761,0.0002438556,0.0002104636],"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":[0.00001553888,0.00001373365,0.000005972632,0.9020337,0.09358256,0.0000182929,0.0001680883,4.070602e-7,5.506664e-7,0.0000545101,0.0002388755,0.00386774],"study_design_scores_gemma":[0.0001035066,0.00002491587,0.0002591063,0.02407443,0.923512,0.000003946408,0.00002075913,0.00002573324,1.767538e-7,0.00002876859,0.05166044,0.0002861713],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000207754,0.9938327,0.0002527459,0.0004951586,0.0002886066,0.004810611,0.0001649363,0.00005877811,0.00009436681],"genre_scores_gemma":[0.0002409628,0.9962358,0.0003732129,0.0002026094,0.000151418,0.001284705,0.001329539,0.00005186185,0.0001299127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8779593,"threshold_uncertainty_score":0.9999057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380160342372664,"score_gpt":0.3298212675598111,"score_spread":0.2918052333225447,"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."}}