{"id":"W2900786504","doi":"10.1016/j.resuscitation.2018.11.013","title":"A new paradigm of resuscitation: Perfusion-guided cardiopulmonary resuscitation","year":2018,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; McGill University; University of Toronto; Jewish General Hospital","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Resuscitation; Perfusion; Cerebral perfusion pressure; Intensive care medicine; Coronary perfusion pressure; Return of spontaneous circulation; Intensive care; Anesthesia; Cardiology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001166905,0.0008867893,0.001570899,0.001532987,0.0003404326,0.0001263779,0.0004042429,0.001843601,0.0002109787],"category_scores_gemma":[0.00126594,0.000855482,0.001091788,0.001686446,0.0004219927,0.0005165488,0.0001180362,0.001605884,0.0003698314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000580823,"about_ca_system_score_gemma":0.001639228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651953,"about_ca_topic_score_gemma":0.00002861616,"domain_scores_codex":[0.9925053,0.0005892521,0.00194515,0.001417536,0.002673588,0.0008691331],"domain_scores_gemma":[0.9942839,0.0008695438,0.001410188,0.00150271,0.001569788,0.0003638802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008031786,0.00005739908,0.001155622,0.001493527,0.0003960953,0.0003292427,0.001717115,0.00005691274,0.002476472,0.0003014972,0.9862351,0.004977842],"study_design_scores_gemma":[0.006185171,0.0009198767,0.0652622,0.004190203,0.002278743,0.0001396633,0.0006296998,0.000664779,0.001364405,0.0124401,0.9041702,0.00175495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04483114,0.003199665,0.008594496,0.8608079,0.02444723,0.006922022,0.0005417828,0.0009211695,0.04973461],"genre_scores_gemma":[0.2702979,0.003683279,0.08839901,0.3448814,0.1886552,0.001052994,0.05987336,0.002184623,0.04097217],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5159264,"threshold_uncertainty_score":0.9994522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483389625739004,"score_gpt":0.2908124600429106,"score_spread":0.2659785637855206,"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."}}