{"id":"W4409210128","doi":"10.5334/cpsy.128","title":"Computational Perspectives on Cognition in Anorexia Nervosa: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Computational Psychiatry","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Max-Planck-Institut für Bildungsforschung; McMaster University","keywords":"Anorexia nervosa; Cognition; Psychology; Systematic review; Psychotherapist; Cognitive science; Clinical psychology; MEDLINE; Psychiatry; Eating disorders; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004295544,0.000610504,0.00233442,0.0007493892,0.0001349699,0.00005362571,0.0004111586,0.0003338924,0.0004442282],"category_scores_gemma":[0.0001232844,0.0005413195,0.0007217635,0.001041264,0.00008837118,0.00005564236,0.00005088962,0.0006977462,0.0007002347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660954,"about_ca_system_score_gemma":0.0006949896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057477,"about_ca_topic_score_gemma":0.000008220453,"domain_scores_codex":[0.9959118,0.0008388298,0.001529202,0.0009106293,0.0004811533,0.0003283432],"domain_scores_gemma":[0.9975024,0.001053961,0.0007808163,0.0003979304,0.0001884718,0.00007636274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001246563,0.001429384,0.00007087983,0.9209952,0.0003548526,0.00001657893,0.0002513714,0.0004133327,2.623385e-10,0.04064129,0.01895574,0.01685887],"study_design_scores_gemma":[0.0006672377,0.0001711043,0.0001920515,0.9806051,0.002537783,0.00005521479,0.0005606831,0.00006553619,6.207902e-11,0.01085499,0.00360663,0.0006836496],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002960947,0.9860997,0.0004799176,0.0002199494,0.001285237,0.003315431,0.0001437582,0.0001029285,0.008350102],"genre_scores_gemma":[0.00004705203,0.9929268,0.001670308,0.001108296,0.0001686175,0.001246936,0.002072396,0.00006587977,0.000693688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05960988,"threshold_uncertainty_score":0.9997038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259278746856149,"score_gpt":0.3890734264774623,"score_spread":0.3564806390089008,"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."}}