{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6757263,0.002022045,0.006908352,0.00384069,0.003370717,0.008102685,0.007901581,0.00740953,0.004112774],"category_scores_gemma":[0.8106083,0.002230009,0.005958789,0.004723081,0.01190747,0.0105908,0.007861455,0.0111832,0.001145845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00610739,"about_ca_system_score_gemma":0.02005086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001844,"about_ca_topic_score_gemma":0.007401021,"domain_scores_codex":[0.1858853,0.7624699,0.02149327,0.007891927,0.02115947,0.001100147],"domain_scores_gemma":[0.08069923,0.8633991,0.01363635,0.02470644,0.01583325,0.001725631],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.009778591,0.001740699,0.01879619,0.02721398,0.01149262,0.0007631135,0.0201709,0.02203868,0.001793452,0.199632,0.03817029,0.6484094],"study_design_scores_gemma":[0.0138247,0.01940618,0.02981272,0.0337972,0.004708097,0.001765942,0.004568195,0.06504604,0.003621311,0.6890169,0.1334945,0.0009382857],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03096456,0.04182841,0.7567048,0.1201976,0.006054633,0.02818169,0.001186938,0.001034632,0.01384674],"genre_scores_gemma":[0.1936509,0.004935332,0.7160338,0.02276526,0.002026878,0.05908687,0.0003402853,0.000524538,0.0006361185],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3242737,"threshold_uncertainty_score":0.3998873,"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."}}