{"id":"W2314534659","doi":"10.2310/7750.2006.00056","title":"Prevalence and Epidemiology of Onychomycosis","year":2006,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Dermatrials Research; McMaster University; Lynde Centre for Dermatology; University of Toronto","funders":"","keywords":"Trichophyton rubrum; Medicine; Dermatophyte; Dermatology; Nail disease; Mycosis; Epidemiology; Population; Trichophyton; Incidence (geometry); Nail (fastener); Disease; Diabetes mellitus; Surgery; Pathology; Antifungal; Psoriasis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002942361,0.0002137204,0.0003382771,0.001887543,0.0004898506,0.0007405779,0.0006278839,0.0002860206,0.002860164],"category_scores_gemma":[0.001203871,0.0002186803,0.0002904365,0.002980799,0.0003963412,0.000373718,0.0004730467,0.0004205902,0.0002939616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110515,"about_ca_system_score_gemma":0.002327828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4799247,"about_ca_topic_score_gemma":0.3353767,"domain_scores_codex":[0.9990641,0.00007269725,0.00007301198,0.0001420961,0.000455504,0.0001925085],"domain_scores_gemma":[0.9993932,0.00002589381,0.0002314482,0.0000214213,0.0001990148,0.0001290088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003800273,0.00003451168,0.9791213,0.0001200699,0.00005404359,0.0003699664,0.0002395524,0.00007638591,0.0005575627,0.0001724414,0.001133022,0.01808309],"study_design_scores_gemma":[9.074107e-7,0.00001846369,0.9977171,0.00005064464,0.000007993927,0.0008519613,0.0002374474,0.00005551675,0.00002748693,0.00002904524,0.0009986742,0.000004685872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691063,0.01167841,0.0006499817,0.0005924832,0.00005667017,0.00009230163,0.004155981,0.00006515117,0.01360269],"genre_scores_gemma":[0.9916012,0.006017273,0.0002979208,0.00005968573,0.00001565581,0.0000124093,0.001085252,0.000007015431,0.00090368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4799247,"threshold_uncertainty_score":0.9542625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335060564258646,"score_gpt":0.3047760454006092,"score_spread":0.2714254397580227,"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."}}