{"id":"W4413929522","doi":"10.1186/s40337-025-01394-9","title":"Why psychedelic-assisted therapy studies in eating disorders risk missing the mark on outcomes: a phenomenological psychopathology perspective","year":2025,"lang":"en","type":"letter","venue":"Journal of Eating Disorders","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Psychopathology; Perspective (graphical); Psychotherapist; Psychology; Eating disorders; Clinical psychology; Psychiatry; Medicine; Art","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001947368,0.001058658,0.002022988,0.001073755,0.0007835755,0.0001209467,0.001188437,0.0009148581,0.000122645],"category_scores_gemma":[0.001997641,0.0006664529,0.001016465,0.0009714176,0.0008158174,0.00009958626,0.0001561958,0.005798444,0.00001409319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504119,"about_ca_system_score_gemma":0.0001250996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004863954,"about_ca_topic_score_gemma":0.0005401776,"domain_scores_codex":[0.9929324,0.002162802,0.001998523,0.001043015,0.0007448143,0.00111841],"domain_scores_gemma":[0.9912105,0.004683028,0.002758007,0.0008735564,0.0004029691,0.00007196225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00089533,0.001058869,0.1105398,0.0001075737,0.004473603,0.0001979194,0.04486866,0.0001307452,0.000005339572,0.0004716352,0.7915313,0.04571929],"study_design_scores_gemma":[0.01433116,0.004858553,0.1507855,0.003588547,0.0007871932,0.0001544506,0.2496225,0.0000754787,2.778683e-7,0.1067673,0.4665626,0.002466432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06426673,0.03533358,0.0003832635,0.8420331,0.007701647,0.001253,0.00005088836,0.00009288904,0.04888495],"genre_scores_gemma":[0.1255864,0.02517129,0.001972163,0.8405522,0.003850513,0.0004373327,0.00002168384,0.0003097237,0.002098779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3249687,"threshold_uncertainty_score":0.9995787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139274158448276,"score_gpt":0.4089490858332371,"score_spread":0.3275563442487543,"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."}}