{"id":"W4412111851","doi":"10.1002/eat.24500","title":"Reimagining Public Engagement in Eating Disorders Research","year":2025,"lang":"en","type":"article","venue":"International Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Alberta Children's Hospital Research Institute","keywords":"Discipline; Public engagement; Argument (complex analysis); Public policy; Public health; Public relations; Psychology; Population; Identification (biology); Sociology; Political science; Social science; Medicine; Law","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4177483,0.001183153,0.004025184,0.05429754,0.005485868,0.05361343,0.005461245,0.01017631,0.006462862],"category_scores_gemma":[0.6443134,0.001603653,0.002675637,0.06350282,0.02094852,0.05747593,0.02710669,0.01200844,0.001254053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02301047,"about_ca_system_score_gemma":0.05226645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006887954,"about_ca_topic_score_gemma":0.007513806,"domain_scores_codex":[0.5804374,0.2927721,0.03945566,0.01245232,0.06627855,0.008603977],"domain_scores_gemma":[0.108547,0.7899368,0.03388945,0.02486311,0.03806604,0.004697427],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000309196,0.0001737153,0.0251328,0.04437685,0.001542483,0.000322869,0.03949254,0.001476184,0.0004794756,0.1826764,0.07542612,0.6285914],"study_design_scores_gemma":[0.0002330497,0.0002115722,0.03088371,0.0700368,0.001236513,0.0003524362,0.04051187,0.001868514,0.0009704191,0.2458382,0.607619,0.0002379005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02080331,0.2177382,0.01029627,0.7138789,0.01149593,0.0002741299,0.0009839376,0.0002317396,0.02429763],"genre_scores_gemma":[0.6574905,0.1742761,0.01998023,0.1096213,0.03195472,0.001507153,0.001695396,0.0005289115,0.002945695],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9945141,"threshold_uncertainty_score":0.71802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07384467937198917,"score_gpt":0.4468867900321388,"score_spread":0.3730421106601496,"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."}}