{"id":"W4391482310","doi":"10.3389/fnins.2024.1295615","title":"Mindfulness meditation styles differently modulate source-level MEG microstate dynamics and complexity","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ministate; Meditation; Psychology; Electroencephalography; Mindfulness; Resting state fMRI; Cognitive psychology; Pattern recognition (psychology); Neuroscience; Artificial intelligence; Computer science; Psychotherapist; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002348152,0.0001718782,0.000203631,0.0003383153,0.0001792994,0.0001982197,0.0003127861,0.00006975103,0.0002016785],"category_scores_gemma":[0.00004135138,0.0001561487,0.00006736111,0.0004857346,0.0004837391,0.0001939857,0.0001146659,0.0002591627,0.0000134576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006266744,"about_ca_system_score_gemma":0.00002339142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000893151,"about_ca_topic_score_gemma":0.00008163114,"domain_scores_codex":[0.9983549,0.0001485816,0.0003151743,0.0006181558,0.0002194828,0.0003437773],"domain_scores_gemma":[0.9995003,0.00005872989,0.00006423013,0.0002460839,0.0000260354,0.0001046238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001505187,0.0005332249,0.03606425,0.0002385817,0.00003534837,0.0002241574,0.003308309,0.0002356755,0.0005826764,0.3687493,0.06973363,0.5201443],"study_design_scores_gemma":[0.0007466964,0.0001653221,0.3303203,0.0002680732,0.00003208086,0.00008134885,0.003238635,0.5923942,0.00143197,0.06300522,0.007783414,0.000532746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4069667,0.0001513143,0.5865004,0.0004921171,0.005230278,0.0001183042,0.0001254535,0.00005060178,0.0003648126],"genre_scores_gemma":[0.9937131,0.000001782648,0.0004731351,0.0001134571,0.00003884619,0.0002508229,0.00001410771,0.00001951666,0.005375175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5921585,"threshold_uncertainty_score":0.6367561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527043183257944,"score_gpt":0.3154763968867909,"score_spread":0.2627720785609964,"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."}}