{"id":"W2799862556","doi":"10.4187/respcare.05964","title":"How Ventilation Is Delivered During Cardiopulmonary Resuscitation: An International Survey","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Hôpital du Saint-Sacrement; St. Michael's Hospital","funders":"Société Française de Médecine d'Urgence; European Society of Intensive Care Medicine; European Resuscitation Council; ZOLL Medical Corporation","keywords":"Medicine; Cardiopulmonary resuscitation; Ventilation (architecture); Resuscitation; Emergency medicine; Mechanical ventilation; Medical emergency; Intensive care medicine; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0002263332,0.0001353951,0.0001777573,0.0001742213,0.0002007126,0.0000841814,0.00009787021,0.0001206037,0.00005116191],"category_scores_gemma":[0.0001377302,0.0001342065,0.0001338637,0.000228774,0.00009275552,0.000434514,0.00003831571,0.000117308,0.00004732158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132484,"about_ca_system_score_gemma":0.0001141625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003459422,"about_ca_topic_score_gemma":0.00007559137,"domain_scores_codex":[0.9986688,0.0001353971,0.0001885219,0.0003485094,0.0004849926,0.0001738095],"domain_scores_gemma":[0.9983163,0.00002468388,0.00009073035,0.0003653944,0.001064716,0.0001381636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001220821,0.00003946222,0.9317241,0.000122679,0.0001438041,0.00008067404,0.003408673,0.00001204576,0.0517599,0.00002890678,0.001490595,0.009968331],"study_design_scores_gemma":[0.0008913419,0.000123108,0.9638889,0.00006729266,0.00004318804,0.000004743373,0.001219158,0.00001943695,0.01448666,0.000007324993,0.01910374,0.0001450886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941927,0.0003589684,0.00006822496,0.0001547636,0.002144089,0.0002506448,0.00009566629,0.00008357995,0.002651332],"genre_scores_gemma":[0.9965811,0.00001543071,0.0001485461,0.0002772935,0.002337178,0.00001373458,0.0004043342,0.00002803802,0.0001943092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03727324,"threshold_uncertainty_score":0.5472781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973838526832514,"score_gpt":0.3031206245583617,"score_spread":0.2733822392900366,"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."}}