{"id":"W4405079975","doi":"10.1186/s40337-024-01159-w","title":"Exploring the self-perceived causes of eating disorders among Chinese social media users with self-reported eating disorders","year":2024,"lang":"en","type":"article","venue":"Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Eating disorders; Bulimia nervosa; Anorexia nervosa; Psychology; Binge eating; Context (archaeology); Sociocultural evolution; Binge-eating disorder; Active listening; Social media; Clinical psychology; Psychotherapist","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"],"consensus_categories":[],"category_scores_codex":[0.001439823,0.000867176,0.00110402,0.0007116473,0.0009589414,0.0002842011,0.0008538703,0.0002578852,0.0001939913],"category_scores_gemma":[0.0006629637,0.0005991231,0.0007745752,0.001890438,0.0005461285,0.001066437,0.0001449232,0.001620226,0.00001051487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653134,"about_ca_system_score_gemma":0.000314449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248332,"about_ca_topic_score_gemma":0.004909453,"domain_scores_codex":[0.9940984,0.0005609377,0.002160627,0.0007814845,0.001303189,0.001095383],"domain_scores_gemma":[0.9950345,0.001979324,0.001912316,0.0005660789,0.0002724459,0.0002353846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487238,0.0007144129,0.8869224,0.000269398,0.001662098,0.00004505162,0.09331905,0.0009815985,0.0004199402,0.0001174672,0.0002559683,0.01514388],"study_design_scores_gemma":[0.002300631,0.000974513,0.9181369,0.001261942,0.001132441,0.00006149806,0.07346242,0.0009865494,0.00000523798,0.0005196457,0.0002564577,0.0009017862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931225,0.0008999131,0.0001943298,0.000287427,0.002095169,0.0006536827,0.00001440128,0.0003941629,0.002338394],"genre_scores_gemma":[0.9964741,0.0005475436,0.001812294,0.00005298625,0.0006540488,0.0001177434,0.00001845452,0.0002495778,0.00007319727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03121447,"threshold_uncertainty_score":0.999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264834325197867,"score_gpt":0.3007313949725381,"score_spread":0.2680830517205595,"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."}}