{"id":"W2360341433","doi":"10.1111/jdv.13677","title":"The prevalence of unsuspected onychomycosis and its causative organisms in a multicentre Canadian sample of 30 000 patients visiting physicians' offices","year":2016,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); Lynde Centre for Dermatology; University of Toronto","funders":"","keywords":"Medicine; Dermatophyte; Population; Nail disease; Nail (fastener); Dermatology; Pediatrics; Environmental health","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":[0.0004615944,0.0004529333,0.0003738836,0.00118082,0.001860603,0.0009680875,0.0009467559,0.0005863645,0.001611843],"category_scores_gemma":[0.001826022,0.0005040056,0.000359557,0.00218671,0.0008407884,0.000323959,0.0006913877,0.0005079454,0.0002079134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007776712,"about_ca_system_score_gemma":0.008113131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9419284,"about_ca_topic_score_gemma":0.9430845,"domain_scores_codex":[0.9991714,0.00004416324,0.00004797955,0.0001603263,0.0003541535,0.0002220647],"domain_scores_gemma":[0.9988533,0.00008919894,0.0003150078,0.00003091736,0.0003648033,0.0003466084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003587089,0.00001889484,0.9978211,0.0000252317,0.0000180305,0.0001448479,0.0003983805,0.00002490492,0.0002457212,0.00001232309,0.0002004977,0.001054194],"study_design_scores_gemma":[0.00000479656,0.00003597578,0.998889,0.00001105823,0.00001324554,0.0002318372,0.0005589006,0.00007296904,0.00003849022,0.00000424421,0.0001344513,0.000004989555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984363,0.0002056331,0.0000348351,0.00005345711,0.000002740063,0.00002507624,0.0007368145,0.000004052282,0.0005010821],"genre_scores_gemma":[0.9990122,0.0002272725,0.00009912736,0.00006254842,0.000004198111,0.000009326057,0.0004232737,0.000001585559,0.0001603989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05807161,"threshold_uncertainty_score":0.1168272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009031369865292514,"score_gpt":0.2460838376625951,"score_spread":0.2370524677973026,"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."}}