carbapenem (antibiotic)s ** full range

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Citizen Science Infered Impact

We take what shifts this modifier is known to make and the shifts reported for a symptom. There are many bacteria involved. We sum all of the shifts (some positive and some negative) to estimate a predictor. Some bacteria may have greater impact (that information is not available in 99% of studies) so the estimate can be wrong in edge cases.

This is based on associations discovered from annotated 16s microbiome samples. See this post for more information.

Symptom	Impact	Predictor of Bacteria Shift
Autonomic Manifestations: cardiac arrhythmias	Worsen	2.83
Comorbid-Mouth: Dry Mouth	Worsen	0
Neuroendocrine: Feeling like you have a low temperature	Worsen	0
Neurological: emotional overload	Worsen	0
Neurological: fasciculations	Worsen	0
Neurological: High degree of Empathy before onset	Worsen	0
Neurological: Short-term memory issues	Worsen	0
Neurological: Spatial instability and disorientation	Worsen	0
Post-exertional malaise: General	Worsen	0
Post-exertional malaise: Mentally tired after the slightest effort	Worsen	0
Post-exertional malaise: Physically drained or sick after mild activity	Worsen	0
Post-exertional malaise: Post-exertional malaise	Worsen	0
Post-exertional malaise: Rapid cognitive fatigability,	Worsen	0
Post-exertional malaise: Worsening of symptoms after mild mental activity	Worsen	0

Published Science Infered Impact

We take what shifts this modifier is known to make and the shifts reported for a medical condition. There are many bacteria. We sum all of the shifts (some positive and some negative) to estimate a predictor. Some bacteria may have greater impact (that information is not available in 99% of studies) so the estimate can be wrong in edge cases.

This is according to the microbiome shifts reported in studies. Clinical studies may show different results

Symptom	Impact	Predictor of Bacteria Shift
Allergies	Improves	-1.08
Amyotrophic lateral sclerosis (ALS) Motor Neuron	Worsen	0
Ankylosing spondylitis	Worsen	3.18
Asthma	Worsen	0
Atherosclerosis	Improves	-4.83
Autism	Worsen	3.9
Barrett esophagus cancer	Worsen	2.83
Brain Trauma	Improves	-2.55
Carcinoma	Improves	-3.69
Celiac Disease	Improves	-3.64
Chronic Fatigue Syndrome	Improves	-3.6
Chronic Kidney Disease	Improves	-2.41
Chronic urticaria (Hives)	Improves	-3.62
Colorectal Cancer	Improves	-3.61
Crohn's Disease	Improves	-4.68
cystic fibrosis	Improves	-3.94
Depression	Improves	-2.26
Epilepsy	Improves	-3.36
Gastroesophageal reflux disease (Gerd) including Barrett's esophagus	Worsen	3.46
Generalized anxiety disorder	Improves	-3.76
Graves' disease	Worsen	0
Hashimoto's thyroiditis	Improves	-2.42
High Blood Pressure	Worsen	1.09
Histamine Issues	Improves	-4.07
hypercholesterolemia (High Cholesterol)	Worsen	2.26
IgA nephropathy (IgAN)	Worsen	2.54
Inflammatory Bowel Disease	Improves	-4.98
Irritable Bowel Syndrome	Improves	-2.83
Liver Cirrhosis	Improves	-4.8
ME/CFS with IBS	Improves	-3.5
ME/CFS without IBS	Improves	-3.33
Mood Disorders	Worsen	0
Multiple Sclerosis	Improves	-4.1
neuropsychiatric disorders (PANDAS, PANS)	Improves	-2.42
Obesity	Improves	-3.94
Osteoporosis	Improves	-2.41
Parkinson's Disease	Worsen	0
Psoriasis	Improves	-3.85
Rheumatoid arthritis	Improves	-3.39
rheumatoid arthritis (RA),Spondyloarthritis (SpA)	Improves	-3.73
Rosacea	Worsen	0
Schizophrenia	Worsen	0
Sjögren syndrome	Improves	-3.3
Small Intestinal Bacterial Overgrowth (SIBO)	Improves	-4.67
Stress / posttraumatic stress disorder	Improves	-4.5
Systemic Lupus Erythematosus	Improves	-2.63
Type 1 Diabetes	Worsen	3.33
Type 2 Diabetes	Improves	-2.39
Ulcerative colitis	Improves	-3.06

Bacteria Impacted

We extend modifiers to include items that changes the parent and child taxa. I.e. for a species, that would be the genus that is belongs to and the strains in the species.