Files
stack/docs/docs/cli/prisma-screen.md
kert b1e06b1b9e feat(bls): OEWS occupation wages + CES health-care employment — bls.oews / bls.ces, stack bls oews|ces, notebook 7f (refs #695)
OEWS: the BLS API serves only the latest OEWS year, so history comes
from the annual oesm{yy}nat.zip files (2013–2024), which bls.gov only
serves to a full browser header set; each zip's national_M{year}_dl
sheet (xls through 2013, xlsx after; OCC_GROUP through 2018, O_GROUP
plus area/industry columns from 2019) is normalised to one row per SOC
occupation with employment and the hourly/annual wage distribution,
suppressed cells (* # **) as NULL, and the BLS series-id prefix kept
per row. One bib Source per release (module:bls, table:bls.oews,
source:bls-website, year:N) and a cms.ingest_log row with the zip's
sha256.

CES: a closed registry of employment (01) and average hourly earnings
(03) series for health care, ambulatory care, offices of physicians,
home health, hospitals and nursing/residential care (CES65<industry>
<type>), pulled through the public API in 10-year × 25-series chunks
(20 × 50 with BLS_API_KEY), monthly rows with the series id on every
row, one bib Source per series.

stack bls oews [--year]... [--write [--offline]] [--occ]...;
stack bls ces [--write] [--series]... [--annual]. Notebook 7f overlays
clinical-staff wages (31-9092, 29-2061, 29-1141, 29-1171) and
physician-office / ambulatory employment on the family's exposure
dates. CLI docs regenerated.
2026-09-22 16:25:46 -04:00

2.7 KiB

title, sidebar_position
title sidebar_position
stack prisma screen 88

stack prisma screen

Usage: stack prisma screen [OPTIONS] NAME                                      
                                                                                
 Stage 2 — LLM-driven title/abstract screening pass.                            
                                                                                
╭─ Arguments ──────────────────────────────────────────────────────────────────╮
│ *    name      TEXT  Project slug. [required]                                │
╰──────────────────────────────────────────────────────────────────────────────╯
╭─ Options ────────────────────────────────────────────────────────────────────╮
│ --limit        -n               INTEGER  0 = screen every unscreened item.   │
│                                          [default: 0]                        │
│ --db                            PATH     [default:                           │
│                                          data/zotero/data/zotero.sqlite]     │
│ --storage                       PATH     [default: data/zotero/data/storage] │
│ --hold             --no-hold             [default: hold]                     │
│ --hosts                         TEXT     Comma-separated Ollama base URLs —  │
│                                          fleet mode (#655): parallel         │
│                                          screening via native /api/chat with │
│                                          per-request num_ctx; bypasses       │
│                                          PRISMA_LLM_* env config.            │
│ --fleet-model                   TEXT     Model name on every fleet host.     │
│                                          [default: qwen2.5:14b]              │
│ --num-ctx                       INTEGER  Context window per fleet request.   │
│                                          [default: 8192]                     │
│ --help                                   Show this message and exit.         │
╰──────────────────────────────────────────────────────────────────────────────╯