Microscale Synthesis and Spectroscopic Analysis of Flutamide, an Antiandrogen Prostate Cancer Drug
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The microscale preparation of flutamide, a nonsteroidal antiandrogen prescribed as Eulexin for the treatment of prostate cancer is outlined. The synthesis involves N-acylation of a trisubstituted aromatic compound, 3-trifluoromethyl-4-nitroaniline. The procedure is easily adapted to generate structural analogues of flutamide. A significant feature is the curricular flexibility afforded by this experiment. The fundamental reaction is appropriate within an introductory organic laboratory course, demonstrating amine and acid–halide reactivity. Functional group transformations can be observed by IR spectroscopy. 1H NMR spectra of reactant and products facilitate a thorough examination of shielding and deshielding effects and aromatic proton coupling. With more advanced students there exists the potential to discuss principles of retrosynthetic analysis, pharmaceutical synthesis, and structure–activity relationships.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it