{"id":"W4380836605","doi":"10.1161/circ.146.suppl_1.163","title":"Abstract 163: Lung Inflation Occurs Infrequently In Most Patients During 30:2 CPR With Bag-Valve-Mask Ventilation","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Ventilation (architecture); Resuscitation; Airway; Cardiology; Anesthesia; 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":[0.0003530966,0.0002019805,0.0003967401,0.0004346243,0.0003275833,0.0004790307,0.0002149771,0.0004804144,0.004985102],"category_scores_gemma":[0.001882428,0.0001171325,0.0001761232,0.0003000371,0.0002972885,0.0004332067,0.0003557666,0.0003359812,0.001057194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727703,"about_ca_system_score_gemma":0.0002140208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003115417,"about_ca_topic_score_gemma":0.0004490836,"domain_scores_codex":[0.9995261,0.00007120599,0.0001071532,0.00008854363,0.0001217137,0.00008530959],"domain_scores_gemma":[0.9983565,0.0002091165,0.00097202,0.00007584353,0.0001190671,0.0002674582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008309691,0.000123891,0.9814007,0.00009012238,0.00004462284,0.001649547,0.0001448251,0.00004662793,0.003950391,0.0000368395,0.001352795,0.01032862],"study_design_scores_gemma":[0.00003248175,0.0007180456,0.9922729,0.00002757823,0.00001550304,0.005328233,0.0001223689,0.0001300563,0.0003085085,0.00002544715,0.001012691,0.000006305227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967973,0.000477742,0.0003039287,0.000167794,0.00003987935,0.00005972259,0.0004224367,0.0000289128,0.001702319],"genre_scores_gemma":[0.9985851,0.0001483237,0.0001299242,0.0002228415,0.0000905514,0.0000461312,0.0004650124,0.000005520868,0.0003065062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004985102,"threshold_uncertainty_score":0.01667678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006954457223118202,"score_gpt":0.2398249675815126,"score_spread":0.2328705103583944,"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."}}