{"id":"W3176149959","doi":"10.1192/bjo.2021.80","title":"Psychosomatic aspects of psoriasis and atopic dermatitis","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Psoriasis; Coping (psychology); Atopic dermatitis; Feeling; Clinical psychology; Itching; Toronto Alexithymia Scale; Psychology; Medicine; Checklist; Dermatology; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006032072,0.0001185766,0.0003599583,0.00004206082,0.00004364667,0.00004261739,0.0001227085,0.00005058914,0.0006733091],"category_scores_gemma":[0.00003832696,0.00009996063,0.0000564395,0.0001860184,0.00003960236,0.00009992035,0.00007531262,0.00004905992,0.00004809441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000124481,"about_ca_system_score_gemma":0.00007708113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006515104,"about_ca_topic_score_gemma":0.00003586271,"domain_scores_codex":[0.9991755,0.00003495016,0.0002624545,0.0002239452,0.0001569989,0.0001461077],"domain_scores_gemma":[0.9992752,0.00003750053,0.00008735991,0.0004292389,0.00006150496,0.0001091645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001813435,0.006273908,0.53097,0.002991097,0.002818819,0.0006238993,0.005274391,6.094967e-7,0.002538384,0.09281272,0.0401447,0.3153701],"study_design_scores_gemma":[0.01052129,0.0003413522,0.8845416,0.002161839,0.0002278707,0.0004720785,0.0009014174,0.00005721248,0.003569384,0.0644665,0.03248088,0.0002585404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7000653,0.001326095,0.00009146732,0.002925731,0.0002290136,0.0007494952,0.00000978553,0.0000183023,0.2945849],"genre_scores_gemma":[0.9917256,0.0004359904,0.004765432,0.0009781671,0.0000312943,0.00005862234,0.00002162927,0.00001837439,0.001964917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535716,"threshold_uncertainty_score":0.7372262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461086239851717,"score_gpt":0.3159824597153362,"score_spread":0.291371597316819,"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."}}