{"id":"W2056346922","doi":"10.1161/cir.0b013e31829d8654","title":"Cardiopulmonary Resuscitation Quality: Improving Cardiac Resuscitation Outcomes Both Inside and Outside the Hospital","year":2013,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1062,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Resuscitation; Medical emergency; Quality management; Intensive care medicine; Quality (philosophy); Emergency medicine; Operations management; Management system","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":[0.01370462,0.0007529702,0.0007208995,0.001955947,0.001623547,0.00667107,0.001465315,0.003112985,0.006713478],"category_scores_gemma":[0.03194943,0.000262987,0.0006798335,0.001759005,0.002591135,0.004950813,0.004794662,0.003984902,0.00125786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005352484,"about_ca_system_score_gemma":0.02212231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005582582,"about_ca_topic_score_gemma":0.008078188,"domain_scores_codex":[0.9893028,0.004539371,0.0007652094,0.0005461015,0.004069751,0.000776821],"domain_scores_gemma":[0.9832957,0.003405283,0.002979128,0.0004905257,0.006061641,0.003767692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008754156,0.0002446908,0.01194483,0.002379576,0.0001448457,0.0001000026,0.0008459864,0.0007136112,0.0004134668,0.05742192,0.3654951,0.5602084],"study_design_scores_gemma":[0.0002313559,0.0008562842,0.108717,0.02199885,0.0005405912,0.001167053,0.006002724,0.002843051,0.001960957,0.1200271,0.7354674,0.0001875499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0092955,0.06172883,0.0106334,0.8604816,0.01110246,0.0001494769,0.0004084559,0.0003685236,0.04583178],"genre_scores_gemma":[0.5263596,0.1886629,0.05851476,0.1814952,0.02499915,0.0007921302,0.001581221,0.0002499276,0.01734527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01370462,"threshold_uncertainty_score":0.07247788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649738396274527,"score_gpt":0.2752786318024037,"score_spread":0.2587812478396584,"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."}}