{"id":"W2945934567","doi":"10.1161/circ.134.suppl_1.13004","title":"Abstract 13004: Continuous Quality Review of ICU CPR Events: Performance, Outcomes and Effect of Systems-Level Changes","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; 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":[0.02993869,0.0004061179,0.0008538609,0.003382169,0.0005740463,0.001982448,0.0009337732,0.0005600429,0.002587248],"category_scores_gemma":[0.1106795,0.0002869936,0.001086982,0.00702565,0.0008356944,0.00143428,0.001689925,0.0007372027,0.0003893948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159821,"about_ca_system_score_gemma":0.004859458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188053,"about_ca_topic_score_gemma":0.01004473,"domain_scores_codex":[0.9581481,0.02007858,0.007129564,0.003035599,0.01072264,0.0008855532],"domain_scores_gemma":[0.7634565,0.08565292,0.1088192,0.006299575,0.03071596,0.005055772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005046522,0.0001308744,0.9631045,0.001149973,0.0006894694,0.00003429286,0.0002877515,0.0003362498,0.0001752478,0.00008039107,0.00327845,0.03022813],"study_design_scores_gemma":[0.00003331592,0.0002552086,0.9977441,0.0002934435,0.000119609,0.00005070193,0.0001221105,0.0004265129,0.0001554702,0.00004139971,0.0007508754,0.000007207801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611936,0.01391117,0.003645743,0.005107686,0.0002267588,0.001023796,0.009911282,0.0001899741,0.004790083],"genre_scores_gemma":[0.9920963,0.00166237,0.002104102,0.0004656427,0.0002193229,0.0004123261,0.002658864,0.00003263543,0.0003484344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02993869,"threshold_uncertainty_score":0.1583329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295336272508491,"score_gpt":0.3212756534302769,"score_spread":0.2917420261794278,"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."}}