Classifier Instance:

Anchor text: shock
Target Entity: Shock_\u0028circulatory\u0029
Preceding Context: control of hyperthermia. Additionally, those who ingest large doses serotonergic agents may benefit from gastrointestinal decontamination with activated charcoal if it can be administered within an hour of overdose. The intensity of therapy depends on the severity of symptoms. If the symptoms are mild, treatment may only consist of discontinuation of the offending medication or medications, offering supportive measures, giving benzodiazepines for myoclonus, and waiting for the symptoms to resolve. Moderate cases should have all thermal and cardiorespiratory abnormalities corrected and can benefit from serotonin antagonists. The serotonin antagonist cyproheptadine is the recommended initial therapy, although there have been no controlled trials demonstrating its efficacy for serotonin syndrome. Despite the absence of controlled trials, there are a number of case reports detailing apparent improvement after patients have been administered cyproheptadine. Animal experiments also suggest a benefit from serotonin antagonists. Cyproheptadine is only available as tablets and therefore can only be administered orally or via a nasogastric tube; it is unlikely to be effective in patients administered activated charcoal and has limited use in severe cases. Additional pharmacological treatment for severe case includes administering atypical antipsychotic drugs with serotonin antagonist activity such as olanzapine. Critically ill patients should receive the above therapies as well as sedation or neuromuscular paralysis. Patient who have autonomic instability such as low blood pressure require treatment with direct-acting sympathomimetics such as epinephrine, norepinephrine, or phenylephrine. Conversely, hypertension or tachycardia can be treated with short-acting antihypertensive drugs such as nitroprusside or esmolol; longer acting drugs such as propranolol should be avoided as they may lead to hypotension and
Succeeding Context:
Paragraph Title: null
Source Page: Serotonin syndrome

Ground Truth Types:

|---wordnet_entity_100001740
|  |---wordnet_event_100029378
|  |  |---wordnet_happening_107283608
|  |  |  |---wordnet_happening_107283608_rest

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-2.800890657498332 0
wordnet_event_1000293780.8822065005781984 1
wordnet_act_1000303580.5581707295292636 1
wordnet_action_100037396-2.598888871868727 0
wordnet_activity_1004075351.8353624852272352 1
wordnet_game_100455599-1.8948495664978466 0
wordnet_diversion_100426928-2.0256375381877305 0
wordnet_representation_100898518-1.8593149396559057 0
wordnet_use_100947128-0.21252067597327667 0
wordnet_wrongdoing_100732746-1.6765323287716585 0
wordnet_procedure_101023820-1.1994493687387315 0
wordnet_work_100575741-0.4856624709475647 0
wordnet_sensory_activity_100876737-1.778700997030836 0
wordnet_operation_100955060-1.5013472794961928 0
wordnet_occupation_100582388-0.16248114409277617 0
wordnet_speech_act_107160883-2.883753930577113 0
wordnet_group_action_1010803660.2619971501142817 1
wordnet_vote_100182213-1.817498178884491 0
wordnet_military_action_100952963-1.6344030380560188 0
wordnet_social_control_1011235980.8044315850025565 1
wordnet_conflict_100958896-1.888232654187227 0
wordnet_communication_106252138-1.6086406684515098 0
wordnet_social_event_107288639-2.62711967982692 0
wordnet_happening_1072836080.7230203496188705 1
wordnet_incident_107307477-1.3167509624028013 0
wordnet_trouble_107289014-1.4108547351924545 0
wordnet_beginning_107290905-1.215529218049116 0
wordnet_ending_107291312-1.0293937795297585 0
wordnet_group_action_101080366-0.6379089441824984 0
wordnet_organization_108008335-2.0140423391630913 0
wordnet_person_100007846-1.617613916848027 0
yagoGeoEntity-3.123985601603948 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |---wordnet_event_100029378
|  |  |---wordnet_act_100030358
|  |  |  |---wordnet_action_100037396
|  |  |  |---wordnet_activity_100407535
|  |  |  |  |---wordnet_game_100455599
|  |  |  |  |---wordnet_diversion_100426928
|  |  |  |  |---wordnet_representation_100898518
|  |  |  |  |---wordnet_use_100947128
|  |  |  |  |---wordnet_wrongdoing_100732746
|  |  |  |  |---wordnet_procedure_101023820
|  |  |  |  |---wordnet_work_100575741
|  |  |  |  |---wordnet_sensory_activity_100876737
|  |  |  |  |---wordnet_operation_100955060
|  |  |  |  |---wordnet_occupation_100582388
|  |  |  |---wordnet_speech_act_107160883
|  |  |  |---wordnet_group_action_101080366
|  |  |  |  |---wordnet_vote_100182213
|  |  |  |  |---wordnet_military_action_100952963
|  |  |  |  |---wordnet_social_control_101123598
|  |  |  |  |---wordnet_conflict_100958896
|  |  |  |---wordnet_communication_106252138
|  |  |---wordnet_social_event_107288639
|  |  |---wordnet_happening_107283608
|  |  |  |---wordnet_incident_107307477
|  |  |  |---wordnet_trouble_107289014
|  |  |  |---wordnet_beginning_107290905
|  |  |  |---wordnet_ending_107291312
|  |  |---wordnet_group_action_101080366
|  |  |  |---wordnet_vote_100182213
|  |  |  |---wordnet_military_action_100952963
|  |  |  |---wordnet_social_control_101123598
|  |  |  |---wordnet_conflict_100958896
|  |---wordnet_organization_108008335
|  |---wordnet_person_100007846
|  |---yagoGeoEntity