{"id":"W4409805996","doi":"10.1186/s40337-025-01244-8","title":"Comparative efficacy and acceptability of interventions for universal, selective and indicated prevention of eating disorders: study protocol for a systematic review and network meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Protocol (science); Meta-analysis; Psychological intervention; Eating disorders; Psychology; Medicine; Clinical psychology; Alternative medicine; Psychiatry; Internal medicine; Pathology","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":[0.05684874,0.006452375,0.03055523,0.01178312,0.002353743,0.007839074,0.004457368,0.005084268,0.04902379],"category_scores_gemma":[0.09039157,0.003743496,0.04114431,0.01021636,0.003069693,0.006609404,0.005068362,0.004656074,0.003377864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347561,"about_ca_system_score_gemma":0.02095278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007099957,"about_ca_topic_score_gemma":0.01300018,"domain_scores_codex":[0.9720865,0.01219065,0.008317951,0.002959662,0.003361485,0.001083706],"domain_scores_gemma":[0.9713563,0.01432796,0.007409023,0.001991458,0.004220908,0.000694279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.009766905,0.0001477289,0.0008089858,0.9217607,0.04363639,0.000190386,0.0004422925,0.001101985,0.0004716006,0.001733966,0.006096377,0.01384265],"study_design_scores_gemma":[0.08408545,0.003040072,0.008729812,0.4489641,0.3710507,0.000383457,0.001039983,0.003812093,0.001958962,0.01145154,0.06494526,0.000538472],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002017101,0.02217396,0.004717584,0.000629511,0.0006074247,0.9580603,0.01050351,0.0002934875,0.0009970984],"genre_scores_gemma":[0.002446406,0.003324845,0.004381977,0.0002616415,0.00002833658,0.9885623,0.0006474937,0.0000205637,0.000326305],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05684874,"threshold_uncertainty_score":0.3006485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757612999107534,"score_gpt":0.511905303252835,"score_spread":0.3361440033420816,"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."}}