{"id":"W7036816623","doi":"","title":"Computational Perspectives on Cognition in Anorexia Nervosa: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Max-Planck-Institut für Bildungsforschung; McMaster University","keywords":"Cognition; Anorexia nervosa; Relevance (law); Anorexia; Eating disorders; Field (mathematics); Control (management)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006314505,0.001038986,0.004151656,0.009675277,0.0004112421,0.002663541,0.001392598,0.001550565,0.003642142],"category_scores_gemma":[0.03575356,0.000644393,0.003986213,0.008750805,0.001062329,0.002067085,0.001368807,0.00150297,0.000316088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343607,"about_ca_system_score_gemma":0.01013029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007979437,"about_ca_topic_score_gemma":0.022247,"domain_scores_codex":[0.9965327,0.001535962,0.001058911,0.0002782324,0.0004982855,0.00009598339],"domain_scores_gemma":[0.9589774,0.03655689,0.002199852,0.0003954899,0.001637437,0.000232952],"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":[0.0001685899,0.00003100199,0.0009345435,0.7867602,0.007306381,0.0001287656,0.0004441438,0.0005524044,0.0001399286,0.003247943,0.003561814,0.1967243],"study_design_scores_gemma":[0.0001233955,0.0001812997,0.004133036,0.8965349,0.02367598,0.0004697479,0.0004239189,0.000271271,0.0001117053,0.003534643,0.07048519,0.00005494473],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002573232,0.9988783,0.0001848931,0.000323086,0.00006485948,0.00002684104,0.00007293758,0.000003312794,0.0001885425],"genre_scores_gemma":[0.00567194,0.9929782,0.0007244905,0.0003258191,0.00007401852,0.00009735362,0.00007621868,0.000002890107,0.00004920212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009675277,"threshold_uncertainty_score":0.03339469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605632723104519,"score_gpt":0.2517475634724352,"score_spread":0.23569123624139,"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."}}