Table 2 Topics, terms and possible construct descriptors
From: Latent Dirichlet Allocation in predicting clinical trial terminations
Topic | Partial words (Ordered by probability) | Construct | Rank in prediction |
|---|---|---|---|
Topic 1 | Studies, investigators, inflammatory, smoking, effects | Inflammation | 7th |
Topic 2 | Cancer, tumor, cells, growth | Cancer | |
Topic 3 | Patients, disease, treatment, sleep, quality, therapy | Disorder | |
Topic 4 | Study, drug, purpose, blood, determine, | Drug | |
Topic 5 | Liver, patients, study, treatment | Liver | |
Topic 6 | Exercise, study, muscle, training | Exercise | |
Topic 7 | Surgery, patients, study, surgical, postoperative | Surgery | 1st |
Topic 8 | HIV, women, study, infants, risk | HIV/Pregnancy | 3rd |
Topic 9 | Patients, study, pressure, anesthesia, respiratory | Respiratory | 9th |
Topic 10 | Blood, study, imaging, tests | Blood/Brain | 5th |
Topic 11 | Weeks, months, time intervals | Duration | |
Topic 12 | Patients, coronary, renal, cardiac, heart, disease | Coronary | 4th |
Topic 13 | Diabetes, type 1 and 2, insulin | Diabetes | 10th |
Topic 14 | Safety, study, efficacy, evaluate, placebo | Safety/Efficacy | |
Topic 15 | Patients, study, dose, combination, treatment | Drug Dose/Combination | |
Topic 16 | Cell, stem cells, transplant, immune | Stem Cell | 8th |
Topic 17 | Study, skin, treatment, purpose, topical | Dermatological | 2nd |
Topic 18 | Vaccine, study, immune, safety, dose | Vaccine | |
Topic 19 | Pain, heart, pulmonary, chronic, pulmonary | Pain/Pulmonary | |
Topic 20 | Milligram, dose, study, single, healthy | Dose | |
Topic 21 | Children, cognitive, treatment, intervention | Children/Cognitive | |
Topic 22 | Phase, effectiveness, treating, stop | Study characteristics | |
Topic 23 | Weight, study, diet, fat, effects | Weight control | |
Topic 24 | Symptoms, treatments, disorder, depression | Mental Health | |
Topic 25 | Care, intervention, health, patients, management | Public Health |