{"id":"W4416903391","doi":"10.3390/children12121638","title":"Patient and Public Involvement in Paediatric Pragmatic Randomized Controlled Trials: A Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Ottawa; Ottawa Hospital; Institute for Work & Health; Trillium Health Centre; Canadian Patient Safety Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Public involvement; Patient participation; Randomized controlled trial; Intervention (counseling); Context (archaeology); MEDLINE; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.03793167,0.0003312983,0.0036895,0.0008082554,0.0005217929,0.00003009419,0.0001713785,0.0001668156,0.0001982629],"category_scores_gemma":[0.006073158,0.000213122,0.0002937621,0.0006308613,0.0000614506,0.00009617944,0.0003175015,0.000569303,0.00002590876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013107,"about_ca_system_score_gemma":0.0005097633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008909015,"about_ca_topic_score_gemma":0.0006639467,"domain_scores_codex":[0.9580261,0.03614133,0.004153021,0.000513903,0.00041259,0.0007530396],"domain_scores_gemma":[0.9842148,0.01384545,0.001152901,0.0004039606,0.0001249182,0.0002579981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.05116114,0.003640859,0.8410836,0.001307783,0.00129236,0.000003166084,0.02147805,0.000004681006,0.000007459202,0.003606677,0.003360177,0.07305398],"study_design_scores_gemma":[0.9164035,0.000637832,0.04835505,0.0008888606,0.0007593625,2.658206e-7,0.02661544,0.0007888559,0.000009167062,0.004555301,0.000633925,0.000352488],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95157,0.00597288,0.0006851173,0.0008216951,0.001702238,0.03718878,0.00002399532,0.00006959469,0.001965749],"genre_scores_gemma":[0.9825234,0.0004615794,0.001998568,0.002758858,0.0001161533,0.01165932,0.0001756725,0.00002034443,0.0002861408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8652423,"threshold_uncertainty_score":0.9906518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111176365378786,"score_gpt":0.4613180729000423,"score_spread":0.3501417075212563,"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."}}