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Specific Neural Connection Formation in the Developing Nervous System

2021· other· en· W4236266771 on OpenAlexaff
Aarya Vaikakkara Chithran, Timothy P. O’Connor

Bibliographic record

VenueEncyclopedia of Life Sciences · 2021
Typeother
Languageen
FieldNeuroscience
TopicAxon Guidance and Neuronal Signaling
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsGrowth coneAxon guidanceSemaphorinNeuroscienceNetrinBiologyEphrinNeural developmentSonic hedgehogNervous systemSensory systemPathfindingBiological neural networkAxonReceptorCell biologySignal transductionComputer scienceGenetics

Abstract

fetched live from OpenAlex

Abstract To construct a properly functioning nervous system, neurons must form precise and specific connections during embryonic development. A number of mechanisms have been proposed to explain how connectivity is established, including the concept of ‘chemoaffinity’, ‘labelled pathways’ and ‘segmental pathfinding’. It is well accepted that each of these mechanisms is best explained by guidance cue and receptor interactions at the growing tip of the neuron, the growth cone. Guidance cue‐receptor signalling in the growth cone modifies its steering behaviour resulting in the establishment of specific neural connections. The main families of guidance cues include netrins, ephrins, slits and semaphorins, although morphogens such as bone morphogenetic proteins (BMP) and sonic hedgehog (SHH) also have guidance cue roles. It is the complex arrangement of these cues that directs axon extension through a series of intermediate targets before growth cones recognise their final target, cease migration and structurally change to form a synapse. Key Concepts Historical theories of connectivity can be explained by the expression and action of guidance cues and their receptors upon growth cone behaviour. Growth cones are the sensory and motile apparatus of an axon that are required for proper target identification and formation of functional connections. Disruption of connectivity due to alterations in guidance cue expression during development can result in severe disorders. Guidance through inhibition is the predominant form of growth cone directional control. Some proteins traditionally known for their roles in pattern formation can also have important roles as axonal guidance cues.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.066
GPT teacher head0.285
Teacher spread0.219 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes1
Has abstractyes

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