20. A system for recording medical transactions, the system comprising distinct and multi-linguistic representation layers, allowing the de novo composition and construction of medical transaction codes; including: a user interface including means for inputting medical transactions in a semiotic form one, the semiotic form one input being a free form-type, abbreviation-oriented natural language textual input, a transaction parser-coder configured to parse said semiotic form one input and to convert it into coded medical transactions in a semiotic form two output, the transaction codes composed and constructed de novo, the semiotic form two output embodying high level machine-parseable computer language statements comprehensible to a high certainty level by human users, means for evoking a display of system reflection in the form of coded medical transactions in said semiotic form two and system-rated confidence levels representing the match between a code and correspondence with perceived user intent, means for receiving user selection input for verifying a selected coded medical transaction, a transaction mapper configured to convert a semiotic form two input into a semiotic form three transaction by mapping the selected coded transaction into data row in a relational database to render the transaction data amenable to structured query language processing, and a text editor having an interface for enabling a user to compose semiotic form one input using a minimal number of keystrokes to compose medical transactions during a clinical consultation to document medical history, findings, evaluations, management and planning, each key component of the transaction being abbreviated down to an abbreviation of maximum four characters.
29. The system of claim 20 , configured for input of a semiotic form one text passage encapsulating multiple medical transactions comprising an entire medical consultation, said text passage demarcated into sentences by demarcation signifiers, the transaction parser-coder configured to parse the passage sentence by sentence.