{"id":"W3139109664","doi":"10.1016/j.resuscitation.2021.03.009","title":"Continuous flow insufflation of oxygen for cardiac arrest: Systematic review of human and animal model studies","year":2021,"lang":"en","type":"review","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Université Laval; Centre hospitalier de l'Université Laval","funders":"Fondation CHU de Québec","keywords":"Medicine; Return of spontaneous circulation; Insufflation; Randomized controlled trial; Ventilation (architecture); Anesthesia; Animal studies; Mechanical ventilation; Clinical trial; Meta-analysis; Intensive care medicine; Internal medicine; Cardiopulmonary resuscitation; Resuscitation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001252897,0.0003199673,0.004680683,0.0002529979,0.00007097198,0.00001216915,0.00006524134,0.0002206573,9.356216e-7],"category_scores_gemma":[0.002101514,0.0002487134,0.0009318622,0.0003700907,0.0001020662,0.0000912941,0.00004239958,0.0001379805,9.553752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195985,"about_ca_system_score_gemma":0.0002839233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003468534,"about_ca_topic_score_gemma":0.000001533109,"domain_scores_codex":[0.9970588,0.0003349662,0.001624335,0.0003701653,0.0004494933,0.0001622201],"domain_scores_gemma":[0.9963066,0.0006538908,0.001382129,0.0003802129,0.001210859,0.00006632994],"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":[0.00001704612,0.00003505226,0.000005152389,0.9873381,0.001177833,0.000001554187,0.0004063412,0.000005156672,0.00006482413,0.0006303751,0.0005345287,0.009784095],"study_design_scores_gemma":[0.0004340293,0.0001653168,0.0000301619,0.9815553,0.01466721,0.000002044329,0.0003357611,0.0003427149,0.000009765647,0.0001115577,0.00211671,0.0002294369],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001555916,0.9934623,0.0002236094,0.00003990925,0.0005362754,0.005281657,0.0001777202,0.00002021046,0.0001026982],"genre_scores_gemma":[0.0003116124,0.99608,0.00157216,0.00001604758,0.000192868,0.0005411567,0.001180841,0.00004809068,0.00005722119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01348938,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06037286556283157,"score_gpt":0.3826291039843951,"score_spread":0.3222562384215635,"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."}}