{"id":"W7132917576","doi":"","title":"‘Faster, Easier, Magic’: Experiences of Adolescents and Young Adults Who Use Substances for Weight Control","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Shame; Young adult; Weight control; Psychological intervention; Substance use; Ambivalence; Body weight; Interpretative phenomenological analysis; Disordered eating","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001781105,0.0004409426,0.0005165546,0.0008311131,0.008694411,0.003848051,0.0007806077,0.00106092,0.001396722],"category_scores_gemma":[0.003451433,0.0005604412,0.0003397088,0.0007667818,0.007599393,0.00211432,0.004135317,0.002742884,0.0001498451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0056971,"about_ca_system_score_gemma":0.007463084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2951646,"about_ca_topic_score_gemma":0.4914276,"domain_scores_codex":[0.9988537,0.0004528422,0.00005024726,0.00008199782,0.0002160771,0.00034512],"domain_scores_gemma":[0.998219,0.0006961341,0.0003311273,0.00004556617,0.000213659,0.0004946077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001989131,0.00001826851,0.01287311,0.00003530063,0.000003855981,0.0003599966,0.9841502,0.000006220779,0.000314297,0.0002467739,0.0002045944,0.001767429],"study_design_scores_gemma":[0.000001767557,0.00002039045,0.007300164,0.00003994647,0.000004190662,0.0001402585,0.9901427,0.000009065558,0.0000607307,0.00003638944,0.002237072,0.000007209092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968206,0.0003838559,0.0000968805,0.0005017811,0.00002559905,0.00002474104,0.00003913818,0.00000303536,0.002104331],"genre_scores_gemma":[0.9975737,0.0007927591,0.000147095,0.0003874061,0.00001048167,0.0000249406,0.00003524645,0.000006270433,0.001022284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951646,"threshold_uncertainty_score":0.5868931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05076725224842162,"score_gpt":0.4373360205939564,"score_spread":0.3865687683455348,"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."}}