{"help":"Return the metadata of a dataset (package) and its resources. :param id: the id or name of the dataset :type id: string","success":true,"result":[{"id":"20d8ab33-acca-439d-846c-f16c31320c58","name":"potential-utility-survival-analysis-evaluate-mortality-arising-multiple-infections","title":"Potential Utility of Survival Analysis to Evaluate Mortality Arising from Multiple Infections in Aquaculture Production Cycles","author_email":"marinescotland@gov.scot","maintainer":"Scottish Government - Marine Directorate Data Publications","maintainer_email":"marinedirectorate@gov.scot","notes":"\u003Cp\u003EScottish Marine and Freshwater Science Vol 12 No 9\u003C\/p\u003E\n\u003Cp\u003ECommercial aquaculture farm production data have long been used to investigate the causes of stock mortality with analyses of disease focussing on individual presumptive causes. Substantial differences in mortality rates attributed to a specific disease have been reported and an interaction with other infections may explain a part of this variation (reviewed by Kotob et al., 2016).\u003C\/p\u003E\n\u003Cp\u003EAquarium-based disease challenge experiments can provide information on the potential effect of multiple infections on mortality  although the estimates of magnitude are not necessarily applicable to commercial production conditions. A practicable approach to estimating the size of interactive effects between infections on mortality using farm production data is therefore desirable. The Cox proportional hazards model is one possibility.\u003C\/p\u003E\n\u003Cp\u003EThis report indicates that the model can be used to estimate approximate animal-level multiplicative mortality effects arising from multiple infections within aquaculture production cycles.\u003C\/p\u003E\n","url":"https:\/\/data.marine.gov.scot\/dataset\/potential-utility-survival-analysis-evaluate-mortality-arising-multiple-infections","state":"Active","private":true,"revision_timestamp":"Fri, 07\/16\/2021 - 15:15","metadata_created":"Fri, 07\/16\/2021 - 15:13","metadata_modified":"Fri, 07\/16\/2021 - 15:15","creator_user_id":"218af04f-a391-4ecf-ad98-c91fd32c2b17","type":"Dataset","resources":[{"id":"6957324f-b238-4a57-8060-1c13ef8e552c","revision_id":"","url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/Scottish%20Marine%20and%20Freshwater%20Science%20%28SMFS%29%20Vol%2012%20No%2009-%20Potential%20Utility%20of%20Survival%20Analysis%20to%20Evaluate%20Mortality%20Arising%20from%20Multiple%20Infections%20in%20Aquaculture%20Production%20Cycles.pdf","description":"\u003Cp\u003EPDF of the report\u003C\/p\u003E\n","format":"pdf","state":"Active","revision_timestamp":"Fri, 07\/16\/2021 - 15:14","name":"Potential Utility of Survival Analysis to Evaluate Mortality Arising from Multiple Infections in Aquaculture Production Cycles: Scottish Marine and Freshwater Science Vol 12 No 9","mimetype":"application\/pdf","size":"859.5 KB","created":"Fri, 07\/16\/2021 - 15:14","resource_group_id":"d0fc86dc-1394-43d4-aef1-c8cf5ac500f9","last_modified":"Date changed  Fri, 07\/16\/2021 - 15:14"}],"tags":[{"id":"66f1f49b-c49c-49c9-91df-466ee97619b7","vocabulary_id":"2","name":"aquaculture"},{"id":"0e18f122-9098-4524-aac9-1a205d12df38","vocabulary_id":"2","name":"fish health"},{"id":"b9043def-96da-4f60-a9a1-8a140f9a9822","vocabulary_id":"2","name":"fish disease"},{"id":"64d0fea1-4a6a-4c04-9055-eca8c4027cfa","vocabulary_id":"2","name":"mortality"},{"id":"01cc76dc-fe9c-45ce-a242-3e12fa556769","vocabulary_id":"2","name":"statistical modelling"}],"groups":[{"description":"\u003Cp\u003EFormal report series, containing results of research and monitoring carried out by Marine Directorate.\u003C\/p\u003E\n","id":"d0fc86dc-1394-43d4-aef1-c8cf5ac500f9","image_display_url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/reports_1.png","title":"Scottish Marine and Freshwater Science Reports","name":"group\/scottish-marine-and-freshwater-science-reports"},{"description":"\u003Cp\u003EData related to Aquaculture related monitoring and activities\u003C\/p\u003E\n","id":"6508e39a-c957-4eb3-9bd9-6224b6ca7993","image_display_url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/button%20220%20aquaculture%202016-32.png","title":"Aquaculture","name":"group\/aquaculture"}]}]}