Recyclerview with setVisibility GONE does not delete space from the row

In a fragment I have a list ( RecyclerView ) that comes from a Content Provider (SQLite). I want row 2 not to show, so within onBindViewHolder of the Adapter, set setVisibility(View.GONE) to position 1 (which is row num 2), and effectively it does not show it but it shows the space occupied by that row, it is as if it had been configured setVisibility(View.INVISIBLE) :

   @Override
   public void onBindViewHolder(ViewHolder holder, int position) {
    cursor.moveToPosition(position);

    if(position ==1){  
        holder.itemView.setVisibility(View.GONE);
    }else {
        holder.itemView.setVisibility(View.VISIBLE);
    }

    String p = cursor.getString(cursor.getColumnIndex(PrimerContract.COLUMN_POSICION));
    String it = cursor.getString(cursor.getColumnIndex(PrimerContract.COLUMN_ITEM));
    String mId = cursor.getString(cursor.getColumnIndex(PrimerContract._ID));

    holder.mText1.setText("card "+position+"\n"+" id  "+mId);
    holder.mText2.setText(p);
    holder.mText3.setText(it);
  }

It looks like this with View.GONE and with View.INVISIBLE :

How can you eliminate that space?

The xml of the item:

<?xml version="1.0" encoding="utf-8"?>
<android.support.constraint.ConstraintLayout
xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:id="@+id/row"
android:visibility="gone"
android:layout_width="wrap_content"
android:layout_height="wrap_content">

<TextView
    android:id="@+id/textView01"
    android:layout_width="52dp"
    android:layout_height="27dp"
    android:layout_marginLeft="8dp"
    android:layout_marginStart="8dp"
    android:layout_marginTop="8dp"
    android:text="01"
    android:textSize="10sp"
    app:layout_constraintStart_toStartOf="parent"
    app:layout_constraintTop_toTopOf="parent" />

<TextView
    android:id="@+id/textView02"
    android:layout_width="wrap_content"
    android:layout_height="wrap_content"
    android:layout_marginLeft="8dp"
    android:layout_marginStart="8dp"
    android:layout_marginTop="8dp"
    android:text="00"
    android:textSize="18sp"
    app:layout_constraintStart_toEndOf="@+id/textView01"
    app:layout_constraintTop_toTopOf="parent" />

<TextView
    android:id="@+id/textView03"
    android:layout_width="wrap_content"
    android:layout_height="23dp"
    android:layout_marginLeft="8dp"
    android:layout_marginStart="8dp"
    android:layout_marginTop="8dp"
    android:text="Text"
    app:layout_constraintEnd_toEndOf="parent"
    app:layout_constraintStart_toEndOf="@+id/textView02"
    app:layout_constraintTop_toTopOf="parent" />

With this RecyclerView you can modify the SQlite table that also feeds a spinner, like this:

    String selection = PrimerContract.COLUMN_GRUPO + "=?";
    String[] selectionArgs = new String[]{"items"};
    Cursor cursor = getActivity().getContentResolver().query(PrimerContract.CONTENT_URI, null, selection, selectionArgs, PrimerContract._ID);                                                                                                      
    String[] fromColumns = {PrimerContract.COLUMN_ITEM};  // lo que va mostrar el spinner
    int[] toViews = {android.R.id.text1};

        adapter = new SimpleCursorAdapter(getContext(), android.R.layout.simple_spinner_item, cursor, fromColumns, toViews, 0);
        adapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item);
        spinner.setAdapter(adapter);

You can add, edit or delete items  except for item 1 (sqlite id 1, it can be edited but not deleted) and 2 (sqlite id2, should not be edited or deleted). That's why I want the id2, which in the RecyclerView is row 1, not shown, on the spinner if it will be displayed.

That RecyclerView is loaded with a cursor loader:

 @Override
   public Loader<Cursor> onCreateLoader(int id, Bundle args) {
     return new CursorLoader(getActivity(), PrimerContract.CONTENT_URI, null, null, null, PrimerContract._ID);     
}  

Another Solution:

What I want is that it does not show what is in the database sqlite row 2 (id 2) that in the Recyclerview remains in row 2 (position 1). The solution that @Andrespengineer gives is perfect: it does not show row 2 of the Recyclerview and there is no space left. Another solution is to show all the rows of the RecyclerView but none of them show the id 2 of the SQlite. This is achieved by modifying the Cursor Loader in this way:

@Override
public Loader<Cursor> onCreateLoader(int id, Bundle args) {
String[] projection = new String[]{PrimerContract.COLUMN_ITEM, PrimerContract.COLUMN_POSICION, PrimerContract.COLUMN_GRUPO, PrimerContract._ID};
String selection = PrimerContract._ID + " NOT IN (?)";    // de esta columna no quiero que muestre
String[] selectionArgs = new String[]{"2"};               // el id 2
return new CursorLoader(getActivity(), PrimerContract.CONTENT_URI, projection, selection, selectionArgs, PrimerContract._ID);