{"id":"W2327188640","doi":"10.1097/psn.0b013e31824a9abb","title":"Emergency Preparedness Case Study—Tachycardia","year":2012,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Bradycardia; Preparedness; Tachycardia; Medicine; Emergency department; Ventricular tachycardia; Medical emergency; Psychological intervention; Intensive care medicine; Cardiology; Internal medicine; Heart rate; Nursing; Political science; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.0002674724,0.0001367443,0.0002732675,0.00008083443,0.0001373691,0.000010575,0.00002602304,0.00006836066,0.0001915453],"category_scores_gemma":[0.0002351376,0.0001094988,0.0001536938,0.0002359018,0.00005295059,0.0001116589,0.00001540448,0.0001456682,0.00007974135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039526,"about_ca_system_score_gemma":0.00003037982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003000495,"about_ca_topic_score_gemma":0.000001854417,"domain_scores_codex":[0.99878,0.0000967271,0.0002517215,0.0001930056,0.0003113508,0.0003671896],"domain_scores_gemma":[0.9990514,0.000327303,0.00004339566,0.0001781015,0.0000648012,0.0003349846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008456684,0.003731075,0.8995085,0.0001094908,0.0003234528,0.01776166,0.03774638,0.00007493365,0.0001570112,0.0001822855,0.003105788,0.03645369],"study_design_scores_gemma":[0.0126686,0.0009009457,0.7664835,0.0009399824,0.004041196,0.05675632,0.1176759,0.002651989,0.0001157181,0.0001294267,0.03613596,0.00150051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813864,0.0006678501,0.0002289355,0.00004469433,0.01025257,0.000324808,0.000002825706,0.0000899976,0.007001879],"genre_scores_gemma":[0.9981914,0.00001365152,0.00007946871,0.000004081123,0.001599819,0.00001782114,0.00001145952,0.00002035569,0.00006198944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330251,"threshold_uncertainty_score":0.446523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570481117077193,"score_gpt":0.3422954514397329,"score_spread":0.316590640268961,"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."}}