{"id":"W2073148029","doi":"10.1067/mjd.2000.104794","title":"Prevalence and epidemiology of onychomycosis in patients visiting physicians’ offices: A multicenter Canadian survey of 15,000 patients","year":2000,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":385,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Nail disease; Dermatology; Epidemiology; Dermatophyte; Nail (fastener); Nail plate; Mycosis; Multicenter study; Confidence interval; Surgery; Internal medicine; Paronychia; Randomized controlled trial","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":[0.0007360585,0.000719899,0.0006586965,0.002496809,0.002751443,0.001466449,0.002080334,0.00117301,0.001587212],"category_scores_gemma":[0.001936617,0.0007862261,0.001018423,0.005760465,0.001054062,0.0008703981,0.001044129,0.001050271,0.0002440114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01492759,"about_ca_system_score_gemma":0.01451425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97768,"about_ca_topic_score_gemma":0.9821792,"domain_scores_codex":[0.9984425,0.0001188347,0.0001144643,0.0002424356,0.0005479353,0.0005338057],"domain_scores_gemma":[0.9975459,0.0001076929,0.0005479359,0.00006522852,0.001074223,0.0006590743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004664624,0.00004592236,0.9982005,0.00001721893,0.00003907096,0.00006344003,0.0003619133,0.00002987159,0.00013394,0.00002068288,0.0003256794,0.0007151404],"study_design_scores_gemma":[0.000004447039,0.00002693257,0.9988198,0.00001036232,0.00001759709,0.0001099132,0.0007438296,0.00006472794,0.00001656502,0.000004730233,0.0001739467,0.000007169703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948931,0.0005888803,0.00005067884,0.0001841727,0.00001045917,0.00004582619,0.00278243,0.000009441216,0.001435049],"genre_scores_gemma":[0.997699,0.0005391122,0.0001355025,0.0001239465,0.000008470989,0.00001752769,0.001158671,0.000004880753,0.0003130118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02231997,"threshold_uncertainty_score":0.1083077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754627976752307,"score_gpt":0.3044201543200576,"score_spread":0.2868738745525345,"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."}}