{"id":"W1971920401","doi":"10.1111/j.1365-2133.2005.06852.x","title":"Psychological factors in prurigo nodularis in comparison with psoriasis vulgaris: results of a case-control study","year":2005,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Innovative Research, Tokyo Institute of Technology","keywords":"Psychosomatics; Prurigo nodularis; Medicine; Dermatology; Family medicine; Psychiatry","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":[0.0003437215,0.0001824915,0.00134125,0.000448607,0.000039692,0.00001374725,0.0001708971,0.0002531784,0.00005662872],"category_scores_gemma":[0.0005500283,0.0001587265,0.0001282771,0.0003144933,0.0001978324,0.0001555507,0.0000218696,0.0007822539,0.000003238956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004648708,"about_ca_system_score_gemma":0.00009624707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000182974,"about_ca_topic_score_gemma":0.002586574,"domain_scores_codex":[0.9969403,0.0005903457,0.001606698,0.0002498155,0.0002679066,0.0003448947],"domain_scores_gemma":[0.9984744,0.0003715107,0.0006053555,0.0001991617,0.0001816566,0.0001679682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003675671,0.004614657,0.8385893,0.00002831493,0.0001767377,0.1462327,0.0008894692,0.00006065945,0.00001249439,0.000002864593,0.002509044,0.00320803],"study_design_scores_gemma":[0.02060182,0.0005114972,0.6585544,0.0002102476,0.000184831,0.3176779,0.001805631,0.00008142759,0.0001463047,0.00001730264,0.0001088379,0.00009973306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952792,0.002790469,0.0000854854,0.0009678902,0.0001061574,0.0004436513,0.00002666058,0.00001197407,0.0002885322],"genre_scores_gemma":[0.9991912,0.00007394463,0.00047051,0.0001868353,0.00004268971,0.000008247825,0.000003670439,0.00001451763,0.000008378026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800349,"threshold_uncertainty_score":0.6472678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949863057359436,"score_gpt":0.3113678780365002,"score_spread":0.2918692474629058,"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."}}