{"id":"W7116795559","doi":"10.1111/petr.70250","title":"Challenges in Small Sample Size Cluster Trials for Medication Adherence: Insights From <scp>TAKE</scp> ‐ <scp>IT</scp> ‐ <scp>TOO</scp>","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; University of British Columbia; Hospital for Sick Children; University of Toronto; McGill University","funders":"National Institutes of Health","keywords":"Sample size determination; Intraclass correlation; Randomized controlled trial; Variance (accounting); Cluster (spacecraft); Sample (material); Cluster randomised controlled trial; Psychological intervention; Repeated measures design; Statistical power","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001548589,0.0005525248,0.001161412,0.000647142,0.0001967457,0.00007610726,0.0005055883,0.0006529047,0.00006495418],"category_scores_gemma":[0.01516079,0.0005115063,0.0002951224,0.00101566,0.00009924368,0.0003417368,0.00002891627,0.0005899619,0.0002819156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475688,"about_ca_system_score_gemma":0.0007547142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002886595,"about_ca_topic_score_gemma":0.000579408,"domain_scores_codex":[0.9950064,0.0005083568,0.001868258,0.001149026,0.0007678705,0.0007000941],"domain_scores_gemma":[0.9665634,0.03108016,0.0008659774,0.0007047583,0.0004019138,0.0003837608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001138696,0.006235242,0.2643093,0.02466249,0.001922369,0.0002276892,0.119117,0.0004725207,0.009977375,0.0118453,0.4607254,0.09936653],"study_design_scores_gemma":[0.03292779,0.001243721,0.7929348,0.001721369,0.004717519,0.00003992793,0.01203379,0.002814285,0.008311461,0.03158696,0.1113605,0.0003079093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923476,0.01742733,0.06508269,0.002693738,0.002270971,0.004833004,0.0005626944,0.0003866269,0.01439535],"genre_scores_gemma":[0.8158848,0.1476641,0.01353681,0.004193951,0.003172837,0.003188773,0.003622722,0.0001283385,0.008607681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286254,"threshold_uncertainty_score":0.9997336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122642028370814,"score_gpt":0.340177519386107,"score_spread":0.217535491015293,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}