Extracting causal relations from the literature with word vector mapping

2019 ◽  
Vol 115 ◽  
pp. 103524 ◽  
Author(s):  
Ning An ◽  
Yongbo Xiao ◽  
Jing Yuan ◽  
Jiaoyun Yang ◽  
Gil Alterovitz
1976 ◽  
Vol 31 (9) ◽  
pp. 671-673
Author(s):  
James Forest

1965 ◽  
Vol 04 (03) ◽  
pp. 136-140
Author(s):  
Cl Jeanty

A method is described in an attempt to make medical records suitable for epidemiologigri: purposes. Every case of a disease is recorded on an appropriate punched card with the object of working towards a general description of a disease through the collation of several cases of the same diagnosis. This punched card represents a very great condensation of the original record. Special care has been applied to state as precisely as possible the time variable, particularly as far as its origin and unit of measure are concerned, in order to demonstrate the existence of causal relations between diseases. Such cards are also intended to make easier statistical studies in clinical pathology, in evaluation of new laboratory techniques, and in therapeutical trials.


Author(s):  
Stuart Glennan

This chapter motivates a theory of causation according to which causal claims are existential claims about mechanisms. The chapter begins with a review of the variety of causal claims, emphasizing the differences between singular and general claims, and between claims about causal production and claims about causal relevance. I then argue for singularism—the view that the truth-makers of general causal claims are facts about collections of singular and intrinsic causal relations, and specifically facts about the existence of particular mechanisms. Applying this account, I explore possible truth conditions for causal generalizations. The chapter concludes with a discussion of the relationship between mechanistic and manipulability approaches to causation. I argue that Woodward’s manipulability account provides valuable insights into the meaning of causal claims and the methods we use to assess them, but that the underlying truth-makers for the counterfactuals in that account are in fact mechanisms.


Author(s):  
Sherryl H. Goodman ◽  
Meeka S. Halperin

This chapter provides a review of research and a description of the central issues regarding the stressor of depression in mothers during pregnancy and the postpartum periods in relation to risk for the development of psychopathology in offspring. Where evidence allows, causal relations are emphasized; otherwise, limitations are noted, especially those regarding being able to draw causal conclusions from the correlational approaches typically taken in this area of study. Evidence for mechanisms in the transmission of risk is also described, given the potential for understanding causal relations. With the developmental psychopathology perspective of depression as a stressor for offspring, the focus is on vulnerabilities to and early signs of disorder as well as mental health outcomes per se. The chapter concludes with suggested critical issues in the field and recommendations for future directions for research.


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