This is a follow up to Ability to Predict Symptoms with 99.9% probability using Bacteria Incidence alone. We compute a threshold for each bacteria; then compute the odds ratio using this threshold and add it to the computations. Because of the larger number of samples, Biomesight results dominated and only those are shown.

Most have a cumulative value around 100 [i.e. log(OR)=100] and a few have very small values suggesting that the root association is not the microbiome for those conditions.

Biomesight

Symptom Name	Tax_rank	Cumulative	Cnt
Autonomic Manifestations: irritable bowel syndrome	species	103.4	279
Autonomic Manifestations: light-headedness	species	106.0	251
Autonomic Manifestations: nausea	species	104.5	230
Autonomic Manifestations: Neurally mediated hypotension (NMH)	species	1.5	1
Autonomic Manifestations: Orthostatic intolerance	species	105.2	253
Autonomic Manifestations: Postural orthostatic tachycardia syndrome (POTS)	species	115.7	264
General: Fatigue	species	94.8	319
General: Headaches	species	100.8	269
General: Myalgia (pain)	species	100.1	237
Neurological: Confusion	species	83.7	179
Neurological: Difficulty processing information (Understanding)	species	105.1	265
Neurological: Disorientation	species	82.2	165
Neurological: emotional overload	species	95.9	252
Neurological: fasciculations	species	74.3	162
Neurological: Impairment of concentration	species	121.3	276
Neurological: Short-term memory issues	species	110.4	280
Neurological: Spatial instability and disorientation	species	2.9	2
Neurological: Word-finding problems	species	103.6	286
Neurological-Audio: hypersensitivity to noise	species	113.4	282
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)	species	80.2	173
Neurological-Vision: inability to focus eye/vision	species	93.4	204
Neurological-Vision: photophobia (Light Sensitivity)	species	115.4	257
Post-exertional malaise: Inappropriate loss of physical and mental stamina,	species	114.8	278
Sleep: Unrefreshed sleep	species	98.3	306