{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131082,0.0002387819,0.0003844756,0.0003039695,0.0001729929,0.0001758758,0.000380472,0.0001794834,0.0002564121],"category_scores_gemma":[0.0003589887,0.000187328,0.0004364671,0.001070533,0.000594631,0.0002652526,0.00007467064,0.000298025,0.00005174081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005442949,"about_ca_system_score_gemma":0.00006634726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001337802,"about_ca_topic_score_gemma":0.00001459051,"domain_scores_codex":[0.9969813,0.0002337836,0.001007621,0.001149353,0.0002832417,0.0003446547],"domain_scores_gemma":[0.9977981,0.001326995,0.0002899325,0.0003101983,0.0001035495,0.0001712312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2097378,0.02008481,0.1159514,0.0006715653,0.0003641797,0.00001681413,0.0004257951,0.000001670272,0.0002386165,0.02200298,0.02798627,0.6025181],"study_design_scores_gemma":[0.3712943,0.04540814,0.1379651,0.0009074369,0.0009880944,0.00009436889,0.003229524,0.0004646413,0.0005372452,0.04335076,0.3940905,0.001669877],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157699,0.00803476,0.002507987,0.00114196,0.06830016,0.001166354,0.00006435619,0.000112287,0.002902193],"genre_scores_gemma":[0.9841789,0.0112849,0.0005621522,0.0002024754,0.001635702,0.0001504434,0.000009137167,0.00003055068,0.001945735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6008482,"threshold_uncertainty_score":0.7639015,"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."}}