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Record W4384570639 · doi:10.5114/fpn.2023.127421

Sixty-year history of dopaminergic mechanism of antipsychotic drugs

2023· article· en· W4384570639 on OpenAlexaboutno aff
Janusz Rybakowski

Bibliographic record

VenuePharmacotherapy in Psychiatry and Neurology · 2023
Typearticle
Languageen
FieldMedicine
TopicSchizophrenia research and treatment
Canadian institutionsnot available
Fundersnot available
KeywordsAntipsychoticDopaminergicPharmacotherapyNeurologyPsychiatryMedicinePharmacologyInternal medicineSchizophrenia (object-oriented programming)Dopamine

Abstract

fetched live from OpenAlex

the Nobel Prize for his research on the pathogenic and therapeutic role of dopamine.A portrait of this researcher was sketched.Next, the development of the dopaminergic theory of antipsychotic drugs was presented.A concept of dopaminergic receptor blockade was depicted and the dopaminergic D 2 receptors were identified as a main element of antipsychotic drug action.A novel finding was the discovery of partial agonists of D 2 receptors.The effect on the dopaminergic system and interactions with other neurotransmitters have formed the basis for the identification of three generations of antipsychotic drugs.The first generation of antipsychotics was characterised by the blockade of dopaminergic D 2 receptors and the second generation additionally by the blockade of serotonergic 5-HT 2 receptors.The third generation includes drugs characterised by partial agonism for D 2 receptors and those acting on dopaminergic D3 receptors and serotonergic receptors 5-HT 1A and 5-HT 7 .These groups differ as to the therapeutic spectrum, covering various domains of schizophrenia as well as other psychiatric disturbances, mainly bipolar mood disorder.Conclusions.The effect on the dopaminergic system is the main therapeutic mechanism of antipsychotic drugs.Suggestions of a possible antipsychotic effect due to a predominant influence on other neurotransmitter systems (glutamatergic, serotonergic, cholinergic) have not been sufficiently confirmed. AbstrActObjective.Sixty-year history of the role of the dopaminergic system in the antipsychotic drugs' action.Literature review.Sixty years ago, an article suggested the role of the dopaminergic system in the mechanism of action of neuroleptic (antipsychotic) drugs.

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)0.001
metaresearch head score (Gemma)0.005
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: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.016
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0160.007

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 head0.021
GPT teacher head0.311
Teacher spread0.290 · 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
GenreReview

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".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

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