jimrandomh comments on Humans are not automatically strategic - Less Wrong
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I predict with p=0.95 that you have at least one micronutrient deficiency which is greatly contributing to your depression, and that starting to take a multivitamin regularly would be enormously to your benefit. I predict with p=0.6 that you are specifically deficient in thiamine, and that a single dose of sulbutiamine (a molecule that crosses the blood-brain barrier and then breaks into two thiamine molecules) would cause a large and sudden reduction in your depression. I am basing this on my own experience with thiamine deficiency (caused by T1 diabetes), which produced in me a specific type of apathy which I recognize in your comments.
Unless you either lied about taking a multivitamin to your current doctor, or ignored their advice to take one, fire him or her and find a new one. Also, thoroughly research every drug you're currently taking. At a minimum, search for the name of each one on PubMed, skim the first few pages of titles and read some of the abstracts. Don't adjust anything without consulting a qualified doctor, but do make sure to have that consultation.
Following up on this may be the most important thing you ever do.
EDIT: One other thing - if you're on antidepressants, you should be getting blood work, of the "large checklist of tests" variety, done on a regular basis. Make sure your TSH has been tested at least once in the past two years (result will be interesting with p=0.1, but very interesting if it is).
I'm with wnoise, but I have a question to clarify my position.
How many diagnoses do you expect a competent physician to get wrong? I would say that more than 1 in 20 is at least reasonable. However, without meeting CronoDAS, or performing tests of any kind, based purely on the scant evidence in his posts, you have diagnosed him with a micronutrient deficiency, and have a confidence of 95% in your diagnosis. Seriously? What's your prior? Even for thiamine, a 60% confidence that this near-stranger is deficient in it seems dramatically too high.
These numbers are uncalibrated estimates (I spent 60s looking for population statistics to use as priors, and didn't find any), but I don't think they're at all unreasonable. Keep in mind that deficiencies come in degrees, and only the most severe ones ever get diagnosed. Anyways, here's a breakdown (again, just estimates) of that 0.95:
I certainly wouldn't say it's the only problem, but it's very likely a contributing factor.
Anyways, we can find this out directly. CronoDAS, could you take a look at the wikipedia page on thiamine, go through the lists of thiamine-containing and thiaminase-containing foods, and estimate your intake? Or better yet, order sulbutiamine and report its effects here?
I would go as high as 0.3 if you extend to third world countries, but suspect it's lower among people like ChronoDAS who can afford a variety of food. Either way, it's good enough.
The law of conditional probability indicates that you think that a minimum of 75% of the population takes a multivitamin. I think this is way too high, especially for a population that has a 20% micronutrient deficiency rate.
So the rate of depression among those with micronutrient deficiencies (and who don't take their vitamins) is about 119% that of the general population? I can buy that, but if it's that low, then why are you so sure that a micronutrient deficiency is "greatly contributing" to his depression?
I agree that there's no harm in having CronoDAS gather data or experiment a little, since sulbutiamine seems to have very few negative side effects with recommended doses.
My main reason for brining it up is that I see some very high probabilities tossed about on Less Wrong, and it bothers me when I feel like they're assigning numbers that they can't justify. I'm still skeptical about your 95% confidence, but it's nice to see a break down.
Would you be willing to take a bet at a 2/3rds payoff that CronoDAS has no thiamine deficiency? How about a 1/19th payoff that taking a daily multivitamin wouldn't significantly alter how he feels?
[EDIT: Revised payoffs in bet to reflect professed certainty]
From Wikipedia:
Hmmm... as it turns out, I've been eating quite a lot of thiamine-fortified pasta lately, and it's also in cold cereal, orange juice, and bread. I don't think I have an unusually low amount of thiamine in my diet when compared to the average American.