{"id":"W4394795412","doi":"10.1016/j.dcn.2024.101377","title":"Examining neural responses to anticipating or receiving monetary rewards and the development of binge eating in youth. A registered report using data from the Adolescent Brain Cognitive Development (ABCD) study","year":2024,"lang":"en","type":"article","venue":"Developmental Cognitive Neuroscience","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Institute on Drug Abuse; Canada First Research Excellence Fund; Western University","keywords":"Binge eating; Psychology; Anticipation (artificial intelligence); Developmental psychology; Longitudinal study; Eating disorders; Brain stimulation reward; Clinical psychology; Neuroscience; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004538782,0.0004118642,0.0004731228,0.0002876035,0.0008141006,0.0002819385,0.0007333124,0.00006542096,0.00002354056],"category_scores_gemma":[0.005203415,0.0002700566,0.00003159427,0.001358927,0.0005135994,0.000321121,0.001544821,0.0004969948,0.000005532012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115582,"about_ca_system_score_gemma":0.0006904132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008517538,"about_ca_topic_score_gemma":0.001690988,"domain_scores_codex":[0.9946058,0.001090468,0.001360176,0.001575024,0.0007554403,0.0006130493],"domain_scores_gemma":[0.9958383,0.003147928,0.000384502,0.000398569,0.000118039,0.000112642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009655663,0.000333826,0.6768407,0.0000305767,0.00004857306,0.0006344837,0.2713903,0.000002113289,0.002421555,6.894857e-7,0.00001509485,0.04731659],"study_design_scores_gemma":[0.001154245,0.0001496409,0.8387516,0.002568793,0.00006717614,0.0001129099,0.1558074,0.0006766407,0.0003406322,0.000001637642,0.00001561424,0.0003537199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957897,0.0002236197,0.00119585,0.0001001011,0.000553191,0.001832229,0.0001087223,0.00006535069,0.0001312274],"genre_scores_gemma":[0.9952259,0.000003130853,0.003609596,0.0007594361,0.00003368176,0.0001255181,0.00007257273,0.00004714626,0.0001230374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619109,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3647975859059321,"score_gpt":0.4262356844281119,"score_spread":0.06143809852217985,"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."}}