{"id":"W4406965552","doi":"10.1080/28367138.2025.2453170","title":"Eating disorder risk in undergraduate students: exploring academic, wellness and social factors and potential to flourish","year":2025,"lang":"en","type":"article","venue":"Journal of College Student Mental Health","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Medical education; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008666515,0.0002090576,0.0004935302,0.0003901412,0.0005125323,0.00005344753,0.0002410637,0.0000859062,0.00001808843],"category_scores_gemma":[0.00001545162,0.0001837737,0.00007307969,0.0003152116,0.00005169321,0.0001639791,0.0002178573,0.0006416413,0.000001216992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324654,"about_ca_system_score_gemma":0.00007451313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931326,"about_ca_topic_score_gemma":0.0004198003,"domain_scores_codex":[0.9976685,0.0003307813,0.00085251,0.0002605346,0.0004915147,0.0003961788],"domain_scores_gemma":[0.9992226,0.00007729995,0.0004356728,0.00007674738,0.00003651518,0.0001511387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770999,0.0005575875,0.9694761,0.0000422225,0.00008864043,0.00001677339,0.01847917,0.000007303283,0.00001841175,0.0003078383,0.00125479,0.00957404],"study_design_scores_gemma":[0.003069505,0.0005545892,0.9185655,0.0002286717,0.00003821227,0.0000107707,0.07660075,0.000002731416,0.000004670664,0.0001629622,0.0006230505,0.0001386594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929062,0.001274252,0.00007566667,0.003745941,0.001348911,0.0005229889,0.00003065619,0.00001053854,0.0000848431],"genre_scores_gemma":[0.9981843,0.0009884859,0.00007033142,0.0003273678,0.00009310676,0.00001865117,0.000002160105,0.00001799373,0.0002976623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05812158,"threshold_uncertainty_score":0.7494075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485333089933937,"score_gpt":0.3872650423103599,"score_spread":0.3624117114110205,"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."}}