{"id":"W2811215265","doi":"10.1101/359257","title":"Visual signals suppress Alpha Power Increases & Frequency Decreases before and after a Mindfulness Meditation Intervention for Problem Gambling","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Centre for Addiction and Mental Health","funders":"Ontario Problem Gambling Research Centre","keywords":"Meditation; Mindfulness; Alpha (finance); Psychology; Alpha rhythm; Intervention (counseling); Audiology; Electroencephalography; Clinical psychology; Psychotherapist; Neuroscience; Medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008986914,0.0001826853,0.0001902464,0.0001909994,0.0000808691,0.0001058942,0.00008277004,0.0001686497,0.003286465],"category_scores_gemma":[0.0005272482,0.00006874445,0.0001005764,0.00007542896,0.0001057266,0.0001006688,0.0001123315,0.0002928101,0.0001809599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005446002,"about_ca_system_score_gemma":0.00005524146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343656,"about_ca_topic_score_gemma":0.0005590165,"domain_scores_codex":[0.9999685,0.000006462339,0.000002698205,0.000007180045,0.000006695027,0.000008419971],"domain_scores_gemma":[0.9999002,0.00004493821,0.00001791321,0.000007944026,0.00001051066,0.00001854055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0415868,0.005560809,0.009992975,0.0004964641,0.0001326541,0.0002451316,0.0004800478,0.0002937606,0.7443886,0.0001134702,0.001059364,0.1956498],"study_design_scores_gemma":[0.001645952,0.03043662,0.8388277,0.0001122059,0.0002625285,0.0006844604,0.0004523208,0.002610205,0.122051,0.0005436108,0.002339931,0.00003351154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978878,0.0002367826,0.0006084147,0.00007869744,0.00003444013,0.00003329159,0.00006150868,0.00003952611,0.001019472],"genre_scores_gemma":[0.998193,0.0001165064,0.0008275053,0.00005641979,0.0000278508,0.00005076534,0.0000567744,0.000008492142,0.0006627594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003286465,"threshold_uncertainty_score":0.01099426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03541458069494709,"score_gpt":0.3371682216590779,"score_spread":0.3017536409641309,"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."}}