{"id":"W4417186153","doi":"10.1002/eat.70012","title":"Development of Disordered Weight Control Behaviors and Its Progression to Eating Disorders in Canada: A Nationally Representative Microsimulation","year":2025,"lang":"en","type":"article","venue":"International Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Maternal and Child Health Bureau; National Institute on Minority Health and Health Disparities; Canadian Institutes of Health Research; Health Resources and Services Administration","keywords":"Eating disorders; Weight control; Microsimulation; Intervention (counseling); Disordered eating; Young adult; Control (management)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281504,0.0005272907,0.0005230253,0.0008496941,0.001220049,0.0008160426,0.001591983,0.0006639045,0.002277126],"category_scores_gemma":[0.005896033,0.0004514653,0.001463833,0.001271047,0.0006112154,0.000394798,0.0009245225,0.0008327949,0.0002085579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02258364,"about_ca_system_score_gemma":0.02296689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818376,"about_ca_topic_score_gemma":0.9691621,"domain_scores_codex":[0.9989895,0.0002977569,0.00004714564,0.0002638689,0.0001469683,0.0002547],"domain_scores_gemma":[0.9979262,0.0005293641,0.0002992812,0.0001857018,0.0008713637,0.0001880263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003770667,0.0003042018,0.7349412,0.000153465,0.0007312371,0.0002388861,0.0008291294,0.2361032,0.0005707013,0.005548354,0.005570984,0.01463154],"study_design_scores_gemma":[0.0001293846,0.0002721833,0.4691915,0.0001182989,0.0003099932,0.00008534167,0.001177349,0.5208809,0.0004175016,0.001751486,0.005589427,0.00007655641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803163,0.0003197987,0.006294877,0.0005482374,0.00002250613,0.0002218166,0.01064638,0.00008710851,0.001542905],"genre_scores_gemma":[0.9862915,0.0002139039,0.00527964,0.0001480535,0.00000633235,0.0001657374,0.006558097,0.00001623416,0.001320596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258364,"threshold_uncertainty_score":0.1638565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022205153996226,"score_gpt":0.340487122892182,"score_spread":0.3302650713522197,"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."}}