{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009567582,0.0005294414,0.0004846169,0.001479071,0.0008279127,0.001463429,0.0004220371,0.0008866413,0.001789607],"category_scores_gemma":[0.009147481,0.0002462887,0.0002622121,0.0004865296,0.001200619,0.001241635,0.0006250014,0.0006115425,0.0003130274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054845,"about_ca_system_score_gemma":0.0002508962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008623345,"about_ca_topic_score_gemma":0.0009097917,"domain_scores_codex":[0.9988428,0.0003912339,0.0001615512,0.0001498931,0.0002155413,0.0002389237],"domain_scores_gemma":[0.9962919,0.001964526,0.0008686285,0.0002213796,0.000334737,0.0003188748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002150796,0.00007626146,0.9113856,0.00008159717,0.00002438341,0.06627285,0.0005712686,0.0001856593,0.004263847,0.0004111826,0.0002005441,0.01631166],"study_design_scores_gemma":[0.00001905035,0.0003202089,0.5224263,0.00009599875,0.00005892198,0.4686759,0.001806951,0.0009957808,0.002181112,0.0009666296,0.0024192,0.00003402839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842562,0.003339156,0.00250679,0.0008008018,0.0000459435,0.00004246353,0.0000495202,0.00006234869,0.008896749],"genre_scores_gemma":[0.9989773,0.0002575844,0.0005070032,0.00008831156,0.00004154344,0.000005326777,0.00001817008,0.000005582,0.00009916701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001789607,"threshold_uncertainty_score":0.00598681,"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."}}