{"id":"W2253746664","doi":"10.1056/em200904100000001","title":"Validation of a Universal Rule for Termination of Resuscitation in the Field","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Resuscitation; Shock (circulatory); Intensive care medicine; Retrospective cohort study; Emergency medicine; Medical emergency; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004915474,0.00003047113,0.00009143083,0.0000818394,0.00002719758,0.000005837851,0.0000331112,0.00003736998,0.000003463287],"category_scores_gemma":[0.0002768465,0.00002006972,0.00007266424,0.0001348372,0.000009125929,0.0000902821,0.000001615493,0.00007615262,2.473279e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003197142,"about_ca_system_score_gemma":0.00003712882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006587218,"about_ca_topic_score_gemma":0.000001794877,"domain_scores_codex":[0.9995094,0.00003859757,0.0001949096,0.00003726366,0.0001690261,0.00005079582],"domain_scores_gemma":[0.9994393,0.0001922177,0.0001382348,0.00005226033,0.0001645578,0.00001345123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00544173,0.001173608,0.08389786,0.0005476311,0.0001311468,0.00005114209,0.04436299,0.001125379,0.5720025,0.004654643,0.0533008,0.2333106],"study_design_scores_gemma":[0.005272127,0.001450249,0.8384086,0.000468191,0.000203165,0.00003812389,0.004930732,0.0009643686,0.1230498,0.02282761,0.00227522,0.0001117439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759369,0.00001719945,0.001436126,0.02158929,0.0001893227,0.0001870589,0.000001362175,0.000001842731,0.0006408552],"genre_scores_gemma":[0.9988083,0.00004497607,0.0008361929,0.0001150445,0.0001371764,0.00000113798,0.000009896383,0.000001807035,0.0000455015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7545108,"threshold_uncertainty_score":0.08184195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215189161026741,"score_gpt":0.3121119749974342,"score_spread":0.2999600833871668,"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."}}