Add DrugRecommendationOMOP task

[lehendo]

• drug_recommendation_omop_fn never excluded the current visit's own drugs from drugs_all, unlike every sibling drug-recommendation function/class, so the last history entry was identical to the prediction target. Fixed to match the established pattern (this is not necessary in retrospect, but the fix is fine)
• Add DrugRecommendationOMOP, a current-API, leak-free class-based replacement, since drug_recommendation_omop_fn (and its mimic3/mimic4 siblings) cannot actually run through set_task() under the current Patient/Visit API
• Document the legacy function family's set_task() incompatibility and flag the same issue in the one live example that hits it

[AxelNoun]

Hello ! I spent some time reviewing this against the current codebase and running it locally.

The gap is real: MortalityPredictionOMOP, LengthOfStayPredictionOMOP and ReadmissionPredictionOMOP all exist, and drug recommendation is the one missing. Your diagnosis checks out too — I verified that Visit is a deprecated stub with no get_code_list, that Patient has neither __len__ nor __getitem__, and that set_task() reads task.task_name / input_schema / output_schema, so the legacy *_fn genuinely cannot run.

A few things I'd raise before this lands.

The test never exercises set_task(). It calls DrugRecommendationOMOP()(patient) directly, so the nested_sequence and multilabel processors are never run which is the central claim of the PR. tests/core/test_omop_readmission_prediction.py is a good precedent.

The fixture can't detect the regression it targets. In test-resources/omop, only person_id = "1" has ≥2 visits with condition + procedure + drug together, and all four of its visits carry concept_id = "1" across all three tables. The drugs_hist[j] == ["1"] assertions would pass with a shifted, misattributed or reordered history the only real assertion is that slot i is empty.

No cache_dir, so the test writes to the default platformdirs cache and can pick up a stale build between runs.

Smaller points:

• __call__'s docstring says "one sample per visit (after first visit)", but a sample is emitted for every qualifying visit including the first (drugs_hist == [[]]). Inherited from the eICU copy.
  The code filter is is not None, but CSV loading is all-string via pyarrow with strings_can_be_null=False, so a blank cell arrives as "" and becomes a code. Concept id 0 ("no matching concept") also becomes a label while _is_missing_ndc in the same file already treats "0" as missing.
• samples[i]["drugs_hist"][j] is the same list object as samples[j]["drugs"]. Nothing mutates it today, but it's a sharp edge worth a defensive copy.
• Three get_events per visit is O(V·N). One pass grouped by visit_occurrence_id is equivalent and much cheaper on OMOP, where patients tend to have many more visits than in eICU.
• The example change documents the breakage rather than fixing it DrugRecommendationMIMIC4() is a two-line fix and nothing currently demonstrates the new task.

I have a local branch addressing all of the above: 17 tests written before the fixes (red on the aliasing and the 0 handling beforehand), a throwaway fixture built in a TemporaryDirectory so test-resources/omop stays untouched, and set_task() covered. Happy to push it to a fork and open it against your branch, or paste the diff here whichever you prefer.

[AxelNoun]

I made a mistake because I had the commands ready, and I ended up pushing to your fork. I'm closing the PR. Let me know how you'd prefer to proceed. Sorry again for the mix-up!