{"id":"W4406103616","doi":"10.1177/12034754241303119","title":"Skin Picking Disorder: A Canadian Retrospective Study of 83 Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Retrospective cohort study; Dermatology; Surgery","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":[0.0004064371,0.0001251055,0.000664609,0.0006316765,0.0001091025,0.000006672976,0.00008079057,0.00005379498,0.0001512457],"category_scores_gemma":[0.0004968998,0.0000905518,0.00007655462,0.0003086558,0.0001104607,0.00004403174,0.0000201873,0.000225739,0.00000126824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005353531,"about_ca_system_score_gemma":0.0001258657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02364521,"about_ca_topic_score_gemma":0.02129184,"domain_scores_codex":[0.998659,0.0001041977,0.0006497565,0.0001319963,0.0002399837,0.0002151231],"domain_scores_gemma":[0.9985892,0.0004526262,0.0003411152,0.0001390116,0.0003638106,0.0001141907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267631,0.0002973844,0.9334617,0.00001761343,0.0003889232,0.0008321576,0.00761848,6.018237e-7,0.000004072476,0.00005488594,0.04800525,0.009192184],"study_design_scores_gemma":[0.001632117,0.00142594,0.9609181,0.0003243111,0.0002866499,0.0003693259,0.02367865,0.000001244532,0.000003547188,0.0003786377,0.01085442,0.0001270315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871486,0.002500478,0.00001350525,0.001435787,0.001164424,0.0001234504,0.000002871877,0.000003925813,0.007606898],"genre_scores_gemma":[0.9985445,0.0002433632,0.000005598227,0.0005720433,0.0001603703,0.00000182609,8.382283e-7,0.000007953709,0.0004635615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03715083,"threshold_uncertainty_score":0.996567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448644447006554,"score_gpt":0.2883634680009594,"score_spread":0.2738770235308938,"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."}}