{"id":"W2073299470","doi":"10.1159/000246182","title":"Epidemiology and Ecology of Onychomycosis","year":2009,"lang":"en","type":"review","venue":"Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Dermatophyte; Nail (fastener); Colonisation; Biology; Epidemiology; Terbinafine; Dermatology; Trichophyton; Chlamydospore; Ecology; Microbiology; Medicine; Antifungal; Colonization; Itraconazole; 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":[0.0003233745,0.0006050002,0.001166039,0.002119952,0.0001681356,0.0007745513,0.0005352619,0.0006798221,0.001852543],"category_scores_gemma":[0.0007246396,0.0002086617,0.0002991967,0.002712297,0.0003740197,0.0008102637,0.0003901807,0.0005897895,0.0009134697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000903,"about_ca_system_score_gemma":0.0009064931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420428,"about_ca_topic_score_gemma":0.00398433,"domain_scores_codex":[0.9997035,0.000056447,0.0000533868,0.00005748242,0.0001038838,0.00002523854],"domain_scores_gemma":[0.9997745,0.00006066934,0.00007225772,0.000007083281,0.00006656098,0.00001906804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004514005,0.00003777921,0.002619328,0.009629442,0.00009141101,0.0004934521,0.0000613904,0.0002436537,0.0007795601,0.000883442,0.009571919,0.9755434],"study_design_scores_gemma":[0.00003646817,0.0002458642,0.06747719,0.01722386,0.0004043324,0.02494234,0.0006408529,0.0003637772,0.001255861,0.003992934,0.8833513,0.00006509871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004119077,0.9985152,0.00006721458,0.000132925,0.00004977967,0.000003296622,0.00001446236,0.000003738656,0.0008014468],"genre_scores_gemma":[0.003055195,0.996414,0.00008869457,0.00005697648,0.00006197586,0.000002111771,0.00002396653,5.942311e-7,0.0002964713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003420428,"threshold_uncertainty_score":0.006801069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08074069926024822,"score_gpt":0.4164592550241519,"score_spread":0.3357185557639037,"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."}}