{"id":"W2001558161","doi":"10.7860/jcdr/2014/8277.4757","title":"Onychomycosis in Qassim Region of Saudi Arabia: A Clinicoaetiologic Correlation","year":2014,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qassim University; Immunodeficiency Canada","keywords":"Trichophyton rubrum; Candida albicans; Etiology; Dermatology; Nail plate; Nail (fastener); Nail disease; Medicine; Population; Fungal pathogen; Pathogen; Biology; Pathology; Antifungal; Microbiology; Paronychia; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004156273,0.00007578952,0.0006149217,0.0002340866,0.0000347192,0.00001095878,0.00007865836,0.0001585316,0.00003701987],"category_scores_gemma":[0.0532595,0.00004818397,0.000204913,0.0002447926,0.0002942159,0.00006930805,0.00004406786,0.0006478261,0.00001219454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002004695,"about_ca_system_score_gemma":0.0001732808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003255362,"about_ca_topic_score_gemma":0.000007224138,"domain_scores_codex":[0.9971888,0.0006849234,0.001275064,0.0001621075,0.0004979514,0.0001911655],"domain_scores_gemma":[0.979682,0.01896677,0.0003901351,0.0001689486,0.0004845832,0.000307555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295924,0.001226889,0.9237395,0.00005521424,0.00004527402,0.0002011133,0.00001733527,0.000008154878,0.000003256345,0.0002693413,0.001621324,0.07151667],"study_design_scores_gemma":[0.00539762,0.004368785,0.9796979,0.0007159364,0.00008075975,0.00006496684,0.00004395568,0.0003451008,0.000006748716,0.008048791,0.001190299,0.00003909041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944293,0.001151012,0.0001713101,0.002769174,0.0001745569,0.0002080933,0.000001415108,0.000002386821,0.00109276],"genre_scores_gemma":[0.9911978,0.008061597,0.0002183702,0.0001397293,0.0002572722,0.000004533174,0.000002339542,0.00000616241,0.0001122147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07147758,"threshold_uncertainty_score":0.9547153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327238260451402,"score_gpt":0.5144625074632866,"score_spread":0.2817386814181463,"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."}}