{"id":"W4391167493","doi":"10.4081/dr.2024.9770","title":"Cutaneous tuberculosis, different clinical spectrum of the same disease: the importance of pre-test probability","year":2024,"lang":"en","type":"article","venue":"Dermatology Reports","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Lupus vulgaris; Tuberculosis; Dermatology; Cutis; Disease; Epidemiology; Surgery; Pathology","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":[0.0002206374,0.0001973981,0.0005819442,0.00003842949,0.00007863132,0.00001136377,0.0001196223,0.0001311414,0.0001627131],"category_scores_gemma":[0.0007822646,0.0000985958,0.0006473285,0.0002154494,0.0006184749,0.00003173752,0.0001266916,0.000336863,0.000003519336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004565383,"about_ca_system_score_gemma":0.0002988484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004584139,"about_ca_topic_score_gemma":0.00009732607,"domain_scores_codex":[0.9977164,0.0001531821,0.00117255,0.0003814068,0.0003179418,0.0002584851],"domain_scores_gemma":[0.997719,0.0005105847,0.0003399377,0.001191188,0.00009122815,0.000148015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006802208,0.0006809474,0.9932048,0.0008084568,0.0002752869,0.001610713,0.00008110536,0.000004065755,0.00005803983,0.0007547516,0.00226234,0.0001914215],"study_design_scores_gemma":[0.0001383768,0.00009074691,0.9679531,0.0002221578,0.0009858661,0.01872619,0.00001539241,0.0003154634,0.001151284,0.00901229,0.001285156,0.0001039544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820294,0.002691948,0.00001099809,0.01276965,0.00080226,0.0008937871,0.00003410938,0.00008068178,0.0006871609],"genre_scores_gemma":[0.9989511,0.0001830789,0.000008116926,0.0005224199,0.0001020872,0.0000528515,0.00001691432,0.00002270249,0.0001407267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02525173,"threshold_uncertainty_score":0.402062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211539183109648,"score_gpt":0.2944311041269487,"score_spread":0.2823157122958522,"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."}}