{"id":"W4400511960","doi":"10.1038/s41598-024-66915-z","title":"Impact of a mindfulness-based intervention on well-being and mental health of elementary school children: results from a randomized cluster trial","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Université du Québec à Montréal; Bishop's University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Mindfulness; Mental health; Intervention (counseling); Cluster (spacecraft); Randomized controlled trial; Cluster randomised controlled trial; Psychology; Clinical psychology; Medicine; Psychiatry; Computer science; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003785222,0.0002023254,0.0006531107,0.0005493236,0.0001544802,0.0001437931,0.0001258516,0.00007766412,0.008353123],"category_scores_gemma":[0.000152063,0.0001512021,0.0008969189,0.0003591191,0.0002648458,0.0001088054,0.00006889217,0.0001847587,0.00002482058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009503087,"about_ca_system_score_gemma":0.000170433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008542,"about_ca_topic_score_gemma":0.00005788631,"domain_scores_codex":[0.9959316,0.0005707106,0.001934681,0.0008443394,0.0004605711,0.0002580949],"domain_scores_gemma":[0.9979054,0.0002370182,0.0009265111,0.0007047815,0.00007366206,0.0001526485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6179926,0.004085834,0.002411534,0.000265234,0.002292867,0.0001097454,0.002491129,0.00007745135,0.000243933,0.003102046,0.3039292,0.0629984],"study_design_scores_gemma":[0.8930187,0.004287402,0.008010192,0.00700551,0.0003912273,0.0001625844,0.001078102,0.003701239,0.02031247,0.05921726,0.00201875,0.0007965589],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814603,0.0002748072,0.005279685,0.000349328,0.009843961,0.001571216,0.0002263923,0.00003721638,0.0009570372],"genre_scores_gemma":[0.9971374,2.41124e-7,0.00005299716,0.00002018271,0.00009969923,0.000459391,0.0006433752,0.00001804804,0.001568623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019105,"threshold_uncertainty_score":0.9925534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382168104101961,"score_gpt":0.3447783093085157,"score_spread":0.3309566282674961,"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."}}