{"id":"W4402134108","doi":"10.1111/pcn.13726","title":"A double‐blind trial of decoded neurofeedback intervention for specific phobias","year":2024,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"National Institute of Mental Health; Fonds de Recherche du Québec - Santé; Templeton World Charity Foundation; Japan Agency for Medical Research and Development","keywords":"Phobias; Psychology; Specific phobia; Randomized controlled trial; Clinical psychology; Amygdala; Functional magnetic resonance imaging; Psychological intervention; Intervention (counseling); Neurofeedback; Clinical trial; Psychotherapist; Audiology; Psychiatry; Medicine; Anxiety; Anxiety disorder; Neuroscience; Internal medicine; Electroencephalography","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":[0.0009029506,0.001246738,0.002786307,0.000474474,0.0005399151,0.0004277256,0.0008326216,0.001587353,0.009252142],"category_scores_gemma":[0.001427934,0.0005233869,0.0006575547,0.0002486818,0.001056599,0.0005937585,0.0004753919,0.001321823,0.001132985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756079,"about_ca_system_score_gemma":0.0009931873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007265395,"about_ca_topic_score_gemma":0.001120461,"domain_scores_codex":[0.9994311,0.0001602175,0.00007043646,0.0001790122,0.00005725177,0.000101972],"domain_scores_gemma":[0.999331,0.0001891204,0.0001237285,0.00009332784,0.00006324744,0.0001995233],"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":[0.929294,0.02850729,0.0002056362,0.0005754227,0.000261,0.00001865254,0.00005743763,0.0002262596,0.00875487,0.0001262943,0.00044277,0.03153024],"study_design_scores_gemma":[0.7868958,0.2070951,0.001973432,0.00004770706,0.0001683692,0.00002381908,0.0000208193,0.0006522324,0.002276713,0.0001339894,0.0006922667,0.00001974873],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834666,0.001204161,0.001834815,0.0002228037,0.000753501,0.01027814,0.0004814468,0.0002406445,0.001517848],"genre_scores_gemma":[0.9728163,0.0008745224,0.003639304,0.000409483,0.000422749,0.01816703,0.0004079695,0.00002667238,0.003235964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009252142,"threshold_uncertainty_score":0.03095144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1634573388680895,"score_gpt":0.472594562624911,"score_spread":0.3091372237568215,"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."}}