{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120018,0.0001448528,0.0001392683,0.0002659809,0.0003036414,0.0003102891,0.00006705086,0.0001613015,0.003427753],"category_scores_gemma":[0.0005411521,0.00006440657,0.0001402555,0.0002966085,0.0001618616,0.0001234836,0.0002371132,0.000228228,0.0001814378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388751,"about_ca_system_score_gemma":0.000197382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078966,"about_ca_topic_score_gemma":0.001589344,"domain_scores_codex":[0.999859,0.00004296641,0.00001290118,0.00001687954,0.00003804026,0.00003024042],"domain_scores_gemma":[0.9997998,0.00004367993,0.00009790246,0.000005441041,0.0000129095,0.00004034697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002704432,0.0003217416,0.9102448,0.0003347474,0.0001096048,0.004994155,0.0009690478,0.0001455255,0.004966074,0.0007365925,0.001073655,0.07583353],"study_design_scores_gemma":[0.000008465833,0.0001792131,0.9901119,0.00003678495,0.00002375697,0.007338282,0.0004044765,0.00006864153,0.00006492531,0.0001920883,0.001567765,0.00000365072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861603,0.005713867,0.0001403386,0.0004321623,0.00004610488,0.00002819585,0.0001051181,0.000008213812,0.007365659],"genre_scores_gemma":[0.9975116,0.001407591,0.0001449028,0.0001367405,0.00004834021,0.000008709768,0.0000730717,6.261459e-7,0.0006682617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003427753,"threshold_uncertainty_score":0.01146692,"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."}}