Table 8. Qualitative comparison of TinvM and TvarM models representative posts from users who are either supportive or showing signs of suicide ideations, behaviors or attempt.
| TinvM Pred. | TvarM Pred. | SW Reddit Post or Comments | TinvM Pred. | TvarM Pred. | SW Reddit Post or Comments |
|---|---|---|---|---|---|
| Ideation | Support | “Of many experiences of paranoia, anxiety, guilt, forcing me to jump into a death pithole,…. I realized how worthy I m of many things … would be giving you my experience on this subreddit” | Behavior | Behavior | “Please listen, I doubt myself and think commiting suicide to escape my situation. Patience, I heard countless times but dying is still a bold decision for me.” |
| Support | “I was a loner, facing increase strokes of anxiety and paranoia, that I went on driving myself into a pithole. I was missing one person who I cared the most …. I feel tired and careless towards anything … Guilt of not saving her” | Attempt | “This may be my last appearance. A thoughtful attempt to take my life is what I left with. I have ordered the materials required for my Suicide this evening. I also have a backup supplier in case my primary source sees through my lies and refuses sale.” | ||
| (a) true label: Support | (b) true label: Behavior | ||||
| Behavior | Ideation | “Thank you. I actually am not on any medication. I was on Zyprexa and then Seroquel for quite a while but stopped taking the anti-psychotics about a year ago.” | Attempt | Ideation | “My dad asked to step out of the house. I feared the ugly look and how disgusting I am looking. I tried therapy, talked to strangers. Everday is a torture for me. I like crafts but feel lack of energy in my self” |
| Ideation | “Anyway, Ive been thinking about seeing my shrink for a while. Maybe get back on the anti-depressants or something. Thank you though for the thoughtful post. It actually means a lot to me since I dont have many friends” | Ideation | “Dark overwhelming sadness and hyperactive behavior is what describes me. I am trying to live my time to see if something changes for me” | ||
| (c) true label: Ideation | (d) true label: Attempt | ||||
Pred.: Predictions, SW: r/SuicideWatch.