{"id":"W4414550675","doi":"10.1007/978-3-031-73363-5_77","title":"Reward Processing in Binge-Type Eating Disorders","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Binge eating; Anticipation (artificial intelligence); Reward system; Reward dependence; Eating disorders; Binge-eating disorder; Brain stimulation reward; Construct (python library)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296044,0.0004685142,0.0002864545,0.000393883,0.000345256,0.001083713,0.0003307857,0.0007689829,0.02418904],"category_scores_gemma":[0.0002182893,0.0001472679,0.0001662955,0.0003566527,0.0005215048,0.0009075211,0.0005300496,0.001389272,0.005317824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005941151,"about_ca_system_score_gemma":0.0004489977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012925,"about_ca_topic_score_gemma":0.005449641,"domain_scores_codex":[0.9999653,0.000007632283,0.000001235918,0.000004149011,0.00001725949,0.00000448131],"domain_scores_gemma":[0.9999535,0.00003045279,0.00000221822,0.000002207294,0.00000643711,0.000005081025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005453651,0.0001139674,0.000252362,0.0006238999,0.00001476213,0.0002607124,0.0004541831,0.0006160041,0.001555851,0.1341074,0.3897482,0.4721981],"study_design_scores_gemma":[0.0000119694,0.00005277124,0.002597151,0.000994496,0.00001241024,0.001371222,0.0003028178,0.0005522012,0.0004879241,0.110332,0.8832693,0.00001573755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00279789,0.2187843,0.006437211,0.007659702,0.005654555,0.0000494037,0.0001715185,0.0001236116,0.7583219],"genre_scores_gemma":[0.01640534,0.1188515,0.003861575,0.004030028,0.002058546,0.00007534418,0.0001728192,0.00007625703,0.8544686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02418904,"threshold_uncertainty_score":0.08092046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480133180586671,"score_gpt":0.3191843753010867,"score_spread":0.29438304349522,"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."}}