{"id":"W2805144026","doi":"10.1161/circ.132.suppl_3.18435","title":"Abstract 18435: ETCO2 Alone is Inadequate to Verify CPR Quality","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Medicine; Resuscitation; Cardiopulmonary resuscitation; Capnography; Anesthesia; Repeated measures design; Ventilation (architecture); Statistics","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":[0.001338411,0.0002601586,0.0002928799,0.0003479396,0.0001705118,0.0005318312,0.0002901846,0.0003407555,0.003201763],"category_scores_gemma":[0.004248356,0.0001269663,0.0001694836,0.0003801419,0.0004878425,0.0002717273,0.0003787774,0.0002653628,0.0004765361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828975,"about_ca_system_score_gemma":0.0002635932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003318054,"about_ca_topic_score_gemma":0.004004437,"domain_scores_codex":[0.9991564,0.0002508675,0.0001064309,0.0001615825,0.0002611372,0.00006367288],"domain_scores_gemma":[0.9961525,0.001478991,0.001698086,0.0001829578,0.0003564091,0.0001310389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00028443,0.00001759393,0.9951324,0.00002932905,0.00006627252,0.0000427218,0.00005653155,0.00007149413,0.001329923,0.0000172241,0.0001592718,0.002792752],"study_design_scores_gemma":[0.000004321438,0.00007378346,0.9989522,0.000007105846,0.00002758162,0.0001145205,0.00006294654,0.0004268447,0.000201554,0.00001564728,0.000112144,0.000001399787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981068,0.0001761251,0.0006561209,0.00006694405,0.00001036693,0.00001221723,0.0003643962,0.00001030643,0.0005966839],"genre_scores_gemma":[0.9992261,0.00003930187,0.0002959719,0.00003014273,0.00001284406,0.000006838486,0.0002472473,0.000002969855,0.0001386776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003318054,"threshold_uncertainty_score":0.01071095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707362117383086,"score_gpt":0.3552666128386874,"score_spread":0.2845304011003787,"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."}}