{"id":"W4388850011","doi":"10.31234/osf.io/zwbhe","title":"Effects of a brief online mindfulness intervention on cognition and affect in university students: A randomized longitudinal design","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mindfulness; Affect (linguistics); Psychology; Psychological intervention; Cognition; Intervention (counseling); Clinical psychology; Trait; Randomized controlled trial; Psychotherapist; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003336644,0.001037416,0.001760786,0.0007066284,0.001093439,0.0007068174,0.000853155,0.001614603,0.003999379],"category_scores_gemma":[0.002667419,0.0007579615,0.001372266,0.0004583432,0.001182081,0.0006581584,0.0008755962,0.00166519,0.000525214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007449239,"about_ca_system_score_gemma":0.002761937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471934,"about_ca_topic_score_gemma":0.002824373,"domain_scores_codex":[0.9981299,0.0008165308,0.0002159265,0.0003580198,0.0001563195,0.0003232842],"domain_scores_gemma":[0.9982293,0.0004679943,0.0003230261,0.0003357064,0.000192997,0.0004508471],"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":[0.576199,0.3742209,0.003688989,0.00037334,0.0005045339,0.00005943686,0.0004028355,0.0007164789,0.01489063,0.0002185832,0.0004485646,0.02827673],"study_design_scores_gemma":[0.198274,0.7819219,0.01221418,0.00003756771,0.0004681679,0.00001864156,0.0001095135,0.001067078,0.004645875,0.0002093761,0.0009941437,0.00003959859],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850455,0.0001211504,0.0009236812,0.00008417355,0.0001405013,0.01298625,0.0002772732,0.00006663548,0.0003549024],"genre_scores_gemma":[0.8950961,0.0005164014,0.01469935,0.0004121425,0.0003060628,0.08412904,0.0007179083,0.00002633237,0.004096633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003999379,"threshold_uncertainty_score":0.01764601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342449385174564,"score_gpt":0.3574533281266941,"score_spread":0.3040288342749484,"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."}}