{"id":"W4410039294","doi":"10.1080/10640266.2025.2497665","title":"Comparing a novel, virtual, group-based guided self-help to unguided self-help for the treatment of binge-eating disorder in adults: a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Nova Scotia Health Authority; Dalhousie University","funders":"Department of Psychiatry; Dalhousie University; Health Sciences Centre Foundation","keywords":"Binge-eating disorder; Binge eating; Randomized controlled trial; Psychology; Clinical psychology; Self-help; Psychotherapist; Bulimia nervosa; Eating disorders; Psychiatry; Medicine; Internal medicine","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":[0.002217989,0.001609057,0.003682706,0.0008115902,0.0007508604,0.001337631,0.001419546,0.002898426,0.01106845],"category_scores_gemma":[0.004969582,0.0007417419,0.002849994,0.000554569,0.001261382,0.001427611,0.0007589849,0.002925604,0.0009007475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008475363,"about_ca_system_score_gemma":0.001316627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214167,"about_ca_topic_score_gemma":0.00389885,"domain_scores_codex":[0.9983982,0.0008214823,0.000189216,0.0003017349,0.0001517814,0.0001375522],"domain_scores_gemma":[0.9984183,0.0007624413,0.0002881936,0.00009907258,0.0001093129,0.0003227966],"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":[0.9569355,0.01449769,0.0002496706,0.003213804,0.002392902,0.00004108409,0.0001032778,0.0002759241,0.0007409577,0.0001990968,0.0004823141,0.02086789],"study_design_scores_gemma":[0.9621066,0.03539811,0.0005846717,0.0001730725,0.0007846215,0.00001422131,0.00003810585,0.0002978223,0.0001267545,0.0001319098,0.0003325599,0.00001145488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473684,0.01529801,0.002506721,0.001387848,0.003274979,0.0243724,0.001198656,0.0004430076,0.004149931],"genre_scores_gemma":[0.9522206,0.005434918,0.007283857,0.001673217,0.0009369074,0.02879212,0.000493208,0.00003225881,0.003132948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106845,"threshold_uncertainty_score":0.03702772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946979424589132,"score_gpt":0.3195999812284155,"score_spread":0.3001301869825241,"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."}}