{"id":"W2947518705","doi":"10.4187/respcare.06998","title":"Ventilation During Cardiopulmonary Resuscitation: What Have We Learned From Models?","year":2019,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Ventilation (architecture); Airway; Resuscitation; Intensive care medicine; Respiratory physiology; Anesthesia; Lung; Internal medicine","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":[0.002989899,0.001195589,0.002857353,0.002014716,0.0003447447,0.002596694,0.001688841,0.002237396,0.002082307],"category_scores_gemma":[0.003811996,0.0004189366,0.001063698,0.001798966,0.001170715,0.003673032,0.001006052,0.003175697,0.001403601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007313793,"about_ca_system_score_gemma":0.002176587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403417,"about_ca_topic_score_gemma":0.001749286,"domain_scores_codex":[0.999341,0.0002061144,0.0001361881,0.0001130544,0.0001586521,0.00004499478],"domain_scores_gemma":[0.9969717,0.002192209,0.0002338393,0.00009454524,0.0004006546,0.0001069615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001660444,0.0001068558,0.000408152,0.07287463,0.0002381184,0.0003334817,0.0002609439,0.0005235912,0.002374349,0.008906378,0.01858165,0.8952258],"study_design_scores_gemma":[0.00003352825,0.0003517698,0.00129581,0.02663245,0.0005592093,0.001670943,0.0003221855,0.0001818885,0.0009516019,0.007227734,0.9607111,0.00006175198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008688073,0.9988647,0.0001122802,0.0004567488,0.0001748203,0.000003279441,0.00001495972,0.00000419611,0.0002821523],"genre_scores_gemma":[0.0004506403,0.9990088,0.0001370959,0.0001767995,0.0001347514,0.000005850611,0.00001797122,0.000001501727,0.00006659777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002989899,"threshold_uncertainty_score":0.01581234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086499873593172,"score_gpt":0.3478649388312868,"score_spread":0.2392149514719696,"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."}}