{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003142253,0.0002551983,0.000327022,0.001343782,0.0002684616,0.0007132979,0.0002993494,0.0008352813,0.00151493],"category_scores_gemma":[0.007872519,0.0003494496,0.000476406,0.002276655,0.0004726122,0.00120204,0.0007326521,0.000501111,0.0003618389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692787,"about_ca_system_score_gemma":0.0003530116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276733,"about_ca_topic_score_gemma":0.001891094,"domain_scores_codex":[0.9972993,0.001212756,0.000568407,0.0003129001,0.0003036088,0.0003030346],"domain_scores_gemma":[0.9893553,0.002910327,0.005527336,0.000374529,0.00105716,0.0007752514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005258551,0.00004307462,0.992278,0.0001248054,0.0000457285,0.000082804,0.001779024,0.00005391845,0.0001895092,0.0000279425,0.0005792143,0.004743353],"study_design_scores_gemma":[0.000004997446,0.0001348089,0.9955643,0.00006379575,0.00001631687,0.000182452,0.00286301,0.0001338876,0.0000545776,0.00001048753,0.0009644481,0.000006926889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961547,0.0006552311,0.0001833131,0.000528374,0.00001241674,0.00003232264,0.00103206,0.000006537256,0.001394999],"genre_scores_gemma":[0.9983455,0.0005933631,0.0001516448,0.0002869095,0.00001196365,0.00003186211,0.000463298,0.000003628484,0.0001117904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142253,"threshold_uncertainty_score":0.01661801,"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."}}