{"id":"W4412874259","doi":"10.31138/mjr.310724.iia","title":"Psoriatic Onycho-Pachydermo Periostitis (POPP)","year":2025,"lang":"en","type":"article","venue":"Mediterranean Journal of Rheumatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Periostitis; Dermatology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001663615,0.0001737005,0.0007195445,0.0003860043,0.00007102209,0.00001836924,0.0001494186,0.0001080002,0.0005587624],"category_scores_gemma":[0.0004293241,0.0001311751,0.0002670659,0.0002065185,0.0001221322,0.00009179215,0.0000281086,0.0002690261,0.00004373992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008300992,"about_ca_system_score_gemma":0.0003224948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002081213,"about_ca_topic_score_gemma":0.00000768827,"domain_scores_codex":[0.9985622,0.00008544695,0.0006670895,0.0001520013,0.0002634778,0.0002697582],"domain_scores_gemma":[0.9988695,0.0001485803,0.0002926092,0.0002351651,0.0002045203,0.0002496494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001922555,0.001172153,0.7951,0.0009605717,0.002241292,0.003160685,0.001425832,0.000004423722,0.0002461652,0.001385814,0.07404303,0.1183375],"study_design_scores_gemma":[0.0514566,0.005148531,0.7983471,0.007314148,0.003638588,0.04476686,0.001948301,0.0005757903,0.0007828912,0.007390763,0.07789547,0.0007349621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807636,0.005766823,0.0006477486,0.007092278,0.003229987,0.0001967557,0.000006888753,0.00002394869,0.002271941],"genre_scores_gemma":[0.9972735,0.0009724697,0.0005646663,0.0006426795,0.00007624799,0.00000479255,0.00001035531,0.00001574526,0.0004395578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176026,"threshold_uncertainty_score":0.6118056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159879677532016,"score_gpt":0.2952226158773902,"score_spread":0.2836238191020701,"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."}}