{"id":"W2992015889","doi":"10.1016/j.resuscitation.2019.12.002","title":"Resuscitation care bundles: The need to optimize individual care elements","year":2019,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Scopus; Resuscitation; Medical emergency; Emergency medical services; MEDLINE; Basic life support; Intensive care medicine; Emergency 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":[0.01091371,0.0009322611,0.001636393,0.00108325,0.01370405,0.01396537,0.003166521,0.1526372,0.01586023],"category_scores_gemma":[0.05866847,0.001577457,0.001828214,0.001255891,0.007083431,0.01041368,0.006135417,0.1072665,0.008448611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01214099,"about_ca_system_score_gemma":0.02809679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078319,"about_ca_topic_score_gemma":0.0554261,"domain_scores_codex":[0.9862343,0.004104857,0.001921531,0.001551882,0.003440892,0.002746557],"domain_scores_gemma":[0.9581291,0.01857587,0.002809556,0.001161233,0.008008018,0.01131628],"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":[0.00003171443,0.00004998242,0.0008618113,0.00005836943,0.00001905236,0.001687728,0.000511358,0.000109211,0.0001871789,0.00859782,0.9792677,0.008618212],"study_design_scores_gemma":[0.00010589,0.00006423215,0.001891167,0.0008627563,0.00003701082,0.002108902,0.002140566,0.0008785854,0.0001772507,0.02824013,0.96335,0.0001434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001662388,0.0001914244,0.0000682977,0.9944996,0.003057187,0.000004203202,0.000008694414,0.000009390814,0.001995068],"genre_scores_gemma":[0.002257009,0.0003279957,0.0003351416,0.9819652,0.01025582,0.00002558923,0.00001138061,0.00002134556,0.004800453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1526372,"threshold_uncertainty_score":0.08808947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966073326544945,"score_gpt":0.2881253026751584,"score_spread":0.268464569409709,"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."}}