{"id":"W4392543649","doi":"10.32920/25364740.v1","title":"The Clinical Utility of Food Addiction: Characteristics and Psychosocial Impairments in a Treatment-Seeking Sample","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Calgary; Toronto Metropolitan University","funders":"","keywords":"Psychosocial; Addiction; Sample (material); Psychology; Addiction treatment; Psychiatry; Clinical psychology","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":[0.0007320275,0.0001772765,0.000344566,0.0008904711,0.0006988944,0.0006286003,0.0003091243,0.0005641849,0.001724573],"category_scores_gemma":[0.002937979,0.0002294236,0.0002475079,0.0006300636,0.0005203427,0.0004917884,0.0006044728,0.0005518337,0.0003187313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462021,"about_ca_system_score_gemma":0.0003055097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679108,"about_ca_topic_score_gemma":0.006263761,"domain_scores_codex":[0.9996288,0.0001582092,0.00003224348,0.00004628727,0.000073921,0.00006048915],"domain_scores_gemma":[0.9992887,0.000188152,0.0002273703,0.00004600022,0.00007532063,0.000174405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000123978,0.0002676652,0.9942984,0.00001680764,0.00001916579,0.0003268796,0.001260462,0.00002056117,0.0007058132,0.0000223857,0.0001440474,0.002794007],"study_design_scores_gemma":[0.00001255199,0.0002062881,0.9969754,0.000006995607,0.000009261983,0.000896116,0.001522436,0.0001366506,0.00007381668,0.00004241927,0.0001135773,0.000004320712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996527,0.00004059165,0.00002422833,0.00003622643,0.000001708488,0.00001213622,0.00004335856,9.435356e-7,0.0001881604],"genre_scores_gemma":[0.999656,0.00004558932,0.00005834211,0.00004186712,0.000004635229,0.00001567284,0.00008346113,0.000001182857,0.00009336202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003679108,"threshold_uncertainty_score":0.007315338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07608386839112535,"score_gpt":0.411973871619384,"score_spread":0.3358900032282586,"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."}}