{"id":"W3120860339","doi":"10.3389/fpsyt.2020.542206","title":"Characterizing Treatment-Resistant Anorexia Nervosa","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Anorexia nervosa; Psychopathology; Eating disorders; Psychiatry; Major depressive disorder; Logistic regression; Medicine; Binge-eating disorder; Body mass index; Anorexia; Bulimia nervosa; Psychology; Mood; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007923972,0.0002158251,0.0003081024,0.0001463397,0.0000967458,0.00004094963,0.0001492893,0.0001630907,0.0008065013],"category_scores_gemma":[0.000006910168,0.0002105255,0.0001466326,0.0003870963,0.00005221951,0.00006823182,0.00002377952,0.0001725106,0.00007961696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008542334,"about_ca_system_score_gemma":0.000117189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454446,"about_ca_topic_score_gemma":0.0002372946,"domain_scores_codex":[0.9985096,0.000117423,0.00032887,0.0004875793,0.0001162553,0.0004402689],"domain_scores_gemma":[0.9992832,0.00001206778,0.0000958228,0.0005008476,0.00002386045,0.00008418459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009956761,0.0009208077,0.8976278,0.00001203894,0.00006856288,0.0001042371,0.001126052,6.690759e-7,0.0006069985,0.0009929411,0.08013716,0.01830311],"study_design_scores_gemma":[0.003263275,0.0003972376,0.9314375,0.00009418058,0.0001015603,0.00003063337,0.01134231,0.00001717627,0.00005826931,0.0024184,0.05028151,0.0005579631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396046,0.006511534,0.0003046264,0.001073841,0.02932446,0.0001661602,0.00002460059,0.0000932458,0.02289695],"genre_scores_gemma":[0.9432812,0.0002302293,0.03807082,0.001721205,0.000805658,0.0001668523,0.0002299312,0.0001158276,0.01537825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0377662,"threshold_uncertainty_score":0.8830623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314358169247428,"score_gpt":0.2822161573618021,"score_spread":0.2690725756693278,"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."}}