What are you seeing?Here Yolia summarizes what she was able to conclude about your case, and what she still cannot say with certainty.
Why it mattersA good answer also tells its own boundaries, rather than sounding more confident than it really is.
How to think about itStart with the big ideas: review first what is supported by evidence, and then what was discarded and why.
Very simple example"We don't know yet" may be a better conclusion than inventing a certainty that doesn't actually exist with the available data.
What are you seeing?The result differentiates what is supported, what was discarded, the uncertainty that remains, the active restrictions, and what evidence is missing.
Why it mattersConnecting these categories avoids reading the result as a single closed answer, when in reality it has nuances.
How to think about itReview what stands, what was discarded, what is still missing, and what the recommended next step would be.
Very simple exampleA result can support a hypothesis while also pointing out exactly what additional evidence would best confirm it.
What are you seeing?Advanced reading explicitly separates support from discard, and quantifies the residual uncertainty of the entire case.
Why it mattersA scientific result must be traceable, proportional to the evidence, and transparent about what is not yet known.
How to think about itDistinguish variable, mechanism, interaction, uncertainty, limitation, and what specific evidence would change the current conclusion.
Very simple exampleTwo cases with similar visible symptoms can end up with different results if their accumulated evidence supports different hypotheses.