{"id":"W4386097279","doi":"10.1002/der2.210","title":"Primary psychiatric disorders","year":2023,"lang":"en","type":"article","venue":"Dermatological Reviews","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Anorexia nervosa; Psychiatry; Bulimia nervosa; Eating disorders; Treatment modality; Observational study; Medicine; Psychology; Modalities; Clinical psychology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003408544,0.0001991837,0.0005384855,0.0001068543,0.0001588054,0.00001828087,0.0002633155,0.0001154464,0.001196796],"category_scores_gemma":[0.0001559078,0.0001317328,0.0002475694,0.0009023077,0.0001159933,0.00005421434,0.0001222011,0.0002007631,0.03267974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001016798,"about_ca_system_score_gemma":0.000007994522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006050794,"about_ca_topic_score_gemma":0.00000440684,"domain_scores_codex":[0.9983076,0.0002502994,0.0004708572,0.0003769655,0.0001302394,0.0004639746],"domain_scores_gemma":[0.9991995,0.0001748556,0.000112872,0.0004093334,0.00001458165,0.00008885265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001054647,0.00009269034,0.03515917,0.00007661661,0.00002535219,0.00006516326,0.0001544725,1.06206e-7,0.000007958784,0.007587641,0.8465928,0.1102275],"study_design_scores_gemma":[0.0002307479,0.00002457732,0.1419638,0.000009910028,0.00002505473,0.00003603053,0.00005454036,0.000002591042,6.57686e-7,0.003162592,0.8543274,0.0001620769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0526472,0.1636986,0.0007418805,0.01873195,0.002782841,0.001657538,0.00001397073,0.001391145,0.7583349],"genre_scores_gemma":[0.6217896,0.2849291,0.003673343,0.05256382,0.00112629,0.003496956,0.0003149115,0.0001657509,0.03194014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7263947,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572348350372423,"score_gpt":0.3552465234331239,"score_spread":0.2995230399293997,"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."}}