{"id":"W3198614275","doi":"10.23977/aetp.2021.56018","title":"The Neural Mechanism of Mindfulness Therapy to Im-prove Sleep Quality","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Mechanism (biology); Sleep (system call); Quality of life (healthcare); Intervention (counseling); Psychology; Promotion (chess); Psychotherapist; Medicine; Psychiatry; Computer science; Epistemology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001808263,0.0001739083,0.00009900486,0.0003109652,0.0001867902,0.0003064814,0.0002773027,0.0004165695,0.002044846],"category_scores_gemma":[0.0004941709,0.0001013769,0.0002354265,0.0001139811,0.0005253842,0.0003706279,0.0002994139,0.0004630181,0.0001919063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182317,"about_ca_system_score_gemma":0.0003627076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004605332,"about_ca_topic_score_gemma":0.0004994764,"domain_scores_codex":[0.9999191,0.00002935517,0.000004282979,0.0000144825,0.00001983813,0.0000129702],"domain_scores_gemma":[0.9999182,0.00003599399,0.0000148732,0.000007560986,0.0000137325,0.000009625563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005479706,0.001599718,0.01228103,0.001507432,0.0002501986,0.0009282284,0.00178063,0.001450981,0.23129,0.06668954,0.004730964,0.6769433],"study_design_scores_gemma":[0.001278312,0.009390169,0.5482869,0.002739093,0.0007634743,0.01068724,0.003312155,0.03022714,0.1407981,0.1869472,0.06542017,0.0001500318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845298,0.06725495,0.1104542,0.01522914,0.002228117,0.0008098431,0.0002091351,0.0005727702,0.118712],"genre_scores_gemma":[0.9751843,0.008344426,0.01089162,0.0007038643,0.0001707443,0.0001881449,0.00002519813,0.00001449222,0.004477275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002044846,"threshold_uncertainty_score":0.006840706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06674550666672355,"score_gpt":0.5478480157702442,"score_spread":0.4811025091035207,"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."}}