{"id":"W4378602267","doi":"10.20944/preprints202305.1900.v1","title":"Perforating Gout: Expanding the Differential for Transepidermal Elimination","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gout; Medicine; Elastin; Dermatology; Differential diagnosis; Pathology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001577682,0.001545999,0.00181505,0.003747085,0.00120383,0.001901942,0.001174127,0.004099427,0.003909016],"category_scores_gemma":[0.004042143,0.000354746,0.0008643022,0.001546048,0.00336828,0.005717579,0.003033207,0.005550751,0.002129071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006305971,"about_ca_system_score_gemma":0.0009895548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006113007,"about_ca_topic_score_gemma":0.0005716648,"domain_scores_codex":[0.9990012,0.0001970985,0.0001892821,0.0001296416,0.0003018187,0.0001810124],"domain_scores_gemma":[0.998246,0.0009468102,0.0001775104,0.0001360386,0.0002533683,0.0002402928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002928292,0.0001227483,0.01793966,0.003099455,0.00009651768,0.5300033,0.001509959,0.0007948669,0.01253115,0.03857353,0.0338309,0.3612051],"study_design_scores_gemma":[0.00002581894,0.00005508488,0.002709387,0.001683977,0.00005836273,0.8909581,0.0008384783,0.0002898447,0.0009311518,0.02072448,0.08166407,0.00006120966],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06883286,0.7353907,0.03808407,0.0930484,0.01424149,0.0001837951,0.000373775,0.0007634999,0.04908139],"genre_scores_gemma":[0.466316,0.3995137,0.03699059,0.03211782,0.05162338,0.0001491697,0.0005822744,0.0003923306,0.0123148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004099427,"threshold_uncertainty_score":0.01307696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253598872732608,"score_gpt":0.3603690190830747,"score_spread":0.2350091318098139,"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."}}