Row 22750

Row ID: 22750 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 22750 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

Here's a fun fact.

There have been a number of fairly simple discoveries in the last 50 years in medicine which are proven, lauded, and then ignored.

* Checklists. When they tested checklists for things like IV insertions etc. All the rates of various failures went way down, and the overall time spent doing them also went down. Yet, you would be hard pressed to find someone using such a checklist. * In-room sink faucets which directly flow into the drain. That is, when the water doesn't first hit the bowl. This results in aerosols floating up and out of the trap water. This trap water can be the source of some interesting hospital infections. Yet, it is not uncommon to see this terrible configuration. * Even handwashing has been a long standing battle.

There is a very long list of such simple things with huge payoffs. I highly suspect that ML is not going to penetrate traditional western hospitals very easily. Where it will succeed is in places where the options are ML or no doctor at all. I suspect the news of these successes will slowly leak back into Western practices.

The only "hope" is that insurance companies in the US press for their expanded use if they start to be proven money savers. Not the best way to do this, but maybe it will end up being better than nothing.

FieldValue
text Here's a fun fact. There have been a number of fairly simple discoveries in the last 50 years in medicine which are proven, lauded, and then ignored. * Checklists. When they tested checklists for things like IV insertions etc. All the rates of various failures went way down, and the overall time spent doing them also went down. Yet, you would be hard pressed to find someone using such a checklist. * In-room sink faucets which directly flow into the drain. That is, when the water doesn't first …
label r/machinelearning
dataType comment
communityName r/MachineLearning
datetime 2024-05-21
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url_encoded Z0FBQUFBQm5Lak9RRnZnY0hobjR0VXFLTzFwdVVIcnRLN0tkT2RtNjU4OXJxMW13NnYzQUFnSWhKdnJfXzBQY0t0M2htRFNPamtPOUxid2VDRkZWaWJraGVCOUpMUzdvZXFEd1ZBc3phZDEzQjdSRUFJeTdrWWVYVlJMWHZFTXlLd2tTellPN0Q3V3ZLRzBQTl9DTWVaNF9qTnBYMlp2TWFkZzFULVktZjRiMkxrZi1TdXNUTGF0T0lFQ2MxcHZ4S3pReDZ3d1B4MjJka0NfLTE4VFVja0lLcGVQeUtDUlk0d3FLazEtel9DMWpMSHdXZGxlcWczWT0=

Raw Record

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  "text": "Here's a fun fact.\n\nThere have been a number of fairly simple discoveries in the last 50 years in medicine which are proven, lauded, and then ignored.\n\n* Checklists. When they tested checklists for things like IV insertions etc. All the rates of various failures went way down, and the overall time spent doing them also went down. Yet, you would be hard pressed to find someone using such a checklist.\n* In-room sink faucets which directly flow into the drain. That is, when the water doesn't first hit the bowl. This results in aerosols floating up and out of the trap water. This trap water can be the source of some interesting hospital infections. Yet, it is not uncommon to see this terrible configuration.\n* Even handwashing has been a long standing battle.\n\nThere is a very long list of such simple things with huge payoffs. I highly suspect that ML is not going to penetrate traditional western hospitals very easily. Where it will succeed is in places where the options are ML or no doctor at all. I suspect the news of these successes will slowly leak back into Western practices.\n\nThe only \"hope\" is that insurance companies in the US press for their expanded use if they start to be proven money savers. Not the best way to do this, but maybe it will end up being better than nothing.",
  "label": "r/machinelearning",
  "dataType": "comment",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-21",
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