{"id":"W4402406832","doi":"10.23889/ijpds.v9i5.2625","title":"New and Pre-existing Eating Disorders Among Adolescents and Young Adults During the COVID-19 Pandemic: A Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Centre for Addiction and Mental Health; Hospital for Sick Children","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Cohort; Eating disorders; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Population; Cohort study; Medicine; Demography; Psychology; Pediatrics; Environmental health; Psychiatry; Virology; Disease; Outbreak; Internal 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":[0.001451546,0.0001429771,0.0001155369,0.0002699848,0.0009219856,0.0008356833,0.0007285422,0.00004106024,0.00004198203],"category_scores_gemma":[0.0007595108,0.000110505,0.00003296466,0.000271537,0.000110801,0.0009948467,0.0002114103,0.0002421078,0.000001138912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593776,"about_ca_system_score_gemma":0.0001016343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287508,"about_ca_topic_score_gemma":0.00510632,"domain_scores_codex":[0.9979944,0.00007258687,0.0004456837,0.0005810803,0.0006694901,0.0002367252],"domain_scores_gemma":[0.9990461,0.0001659342,0.0002385626,0.0002736913,0.00009626537,0.0001793854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006634668,0.00004964646,0.9858893,0.00001862858,0.00002652005,0.000005171027,0.001254098,0.0003033007,0.00001555413,0.0001229625,0.00006859769,0.01217991],"study_design_scores_gemma":[0.0007888877,0.00005541915,0.9759061,0.0001606833,0.00003737119,0.00008483991,0.0007102302,0.0217649,1.018991e-7,0.0002707897,0.00008957127,0.000131079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912384,0.0001413712,0.005690956,0.0001890222,0.00191114,0.0006658613,0.00007448895,0.00006160781,0.00002713517],"genre_scores_gemma":[0.9987487,0.00001237116,0.0005735185,0.00007418861,0.0002384005,0.00002363791,0.0001192046,0.00001661275,0.0001933938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146159,"threshold_uncertainty_score":0.9936982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550507887460319,"score_gpt":0.4192411181508618,"score_spread":0.3641903294048299,"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."}}