{"id":"W4210332095","doi":"10.1007/s40266-021-00917-8","title":"Onychomycosis in Older Adults: Prevalence, Diagnosis, and Management","year":2022,"lang":"en","type":"article","venue":"Drugs & Aging","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada)","funders":"","keywords":"Medicine; Terbinafine; Itraconazole; Dermatology; Fluconazole; Polypharmacy; Dermatophyte; Antifungal; Psoriasis; Pharmacotherapy; Antifungal drug; Intensive care medicine; Internal medicine","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":[0.0002911215,0.0002147499,0.0003154986,0.0008290202,0.0002655461,0.0003985516,0.0001115779,0.0003409102,0.0009626499],"category_scores_gemma":[0.001022616,0.0001298988,0.0002030081,0.0009010212,0.0001443366,0.0004214061,0.0002976061,0.0003099127,0.0001273376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949882,"about_ca_system_score_gemma":0.0002588367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004153081,"about_ca_topic_score_gemma":0.005580143,"domain_scores_codex":[0.9997452,0.00004574216,0.00005768009,0.00003145825,0.00007748866,0.00004243692],"domain_scores_gemma":[0.9995422,0.00006989836,0.0002438488,0.00001036344,0.00006656468,0.00006711964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007830242,0.0000732517,0.9839157,0.00005097316,0.00002485987,0.0004394589,0.0001541426,0.0000163356,0.000302194,0.00002284179,0.0002773746,0.01464452],"study_design_scores_gemma":[0.000003394868,0.00008273064,0.996794,0.00005949954,0.0000179674,0.002277256,0.0004057468,0.00006405158,0.00003072407,0.00003271737,0.0002296224,0.000002241287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910103,0.007241447,0.00009548519,0.0002105798,0.0000136527,0.00001439398,0.0001937087,0.000004510106,0.001215816],"genre_scores_gemma":[0.994566,0.004848056,0.0001177735,0.00007536184,0.00003382823,0.000007504695,0.0001574563,7.507024e-7,0.0001933629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004153081,"threshold_uncertainty_score":0.008257806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005590058657519084,"score_gpt":0.2530658475873165,"score_spread":0.2474757889297975,"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."}}