{"id":"W4415477212","doi":"10.1186/s40337-025-01419-3","title":"How do I evaluate myself? The importance of examining overevaluation of muscularity in risk for eating disorder symptoms","year":2025,"lang":"en","type":"article","venue":"Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Soroptimist Foundation of Canada","keywords":"Eating disorders; Risk factor; Disordered eating; Intervention (counseling); Disease; Risk assessment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003299041,0.0002252923,0.0005742641,0.0003232654,0.0001628796,0.00004308839,0.0003922685,0.000149553,0.00005836085],"category_scores_gemma":[0.00203946,0.0001701192,0.00031716,0.0006541812,0.0001583571,0.0001743002,0.00005430392,0.0004515463,2.667774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005472775,"about_ca_system_score_gemma":0.0001340611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705896,"about_ca_topic_score_gemma":0.0003528588,"domain_scores_codex":[0.9971843,0.000501679,0.001258615,0.0002691314,0.0004630477,0.0003231921],"domain_scores_gemma":[0.9957128,0.001159049,0.002342318,0.0003811313,0.0003713601,0.00003340098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304731,0.0004832477,0.9178619,0.0001297419,0.0001778126,5.758524e-7,0.005667032,0.001689334,0.0003707777,0.0006303462,0.00009297629,0.07276579],"study_design_scores_gemma":[0.004076303,0.001246404,0.9544817,0.0008235661,0.000427433,0.000002529319,0.02932193,0.003248784,0.00002326267,0.006050983,0.00008553397,0.0002115316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918767,0.002706953,0.002964915,0.0001626896,0.0004628996,0.0007648025,0.00001098366,0.00001138376,0.001038622],"genre_scores_gemma":[0.9971762,0.0001065485,0.002415737,0.00004085617,0.00004204627,0.000063909,0.000004956788,0.00002626618,0.000123462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07255426,"threshold_uncertainty_score":0.6937261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661477695281972,"score_gpt":0.3496286070489934,"score_spread":0.3230138300961737,"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."}}