{"id":"W4403568959","doi":"10.1111/pde.15785","title":"Onychomycosis in the US Pediatric Population—An Emphasis on <i>Fusarium</i> Onychomycosis","year":2024,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Dermatology; Population; Fusarium; Nail disease; Trichophyton rubrum; Mycosis; Pediatrics; Surgery; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001603709,0.0003334409,0.0004612069,0.0008110474,0.0001337768,0.00009072051,0.0002417042,0.0002173458,0.0001798182],"category_scores_gemma":[0.00009710454,0.00023287,0.0002483246,0.001491295,0.00002825883,0.0001840688,0.00003782468,0.0003811404,0.0006831712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327328,"about_ca_system_score_gemma":0.0001569114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003697937,"about_ca_topic_score_gemma":0.00004066371,"domain_scores_codex":[0.9976098,0.0002297177,0.0005334908,0.0006253693,0.0004586994,0.0005429022],"domain_scores_gemma":[0.9986141,0.0004315441,0.00008264365,0.0005949332,0.00004704244,0.000229695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110033,0.001021726,0.9833512,0.0002395207,0.00005644805,0.001668837,0.0002070993,0.00001204282,0.000001319841,0.0007162592,0.008582649,0.004032838],"study_design_scores_gemma":[0.001842854,0.0003122252,0.9879581,0.00001524292,0.001451208,0.0009855439,0.00005668199,0.0003212005,0.00001059446,0.0006436796,0.006119509,0.000283173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858403,0.006695686,0.00001540281,0.00308486,0.0007447313,0.0006529114,0.00006975195,0.0002058574,0.002690498],"genre_scores_gemma":[0.9933476,0.002714405,0.0001107685,0.002243507,0.000930345,0.000202295,0.0002818478,0.00005196831,0.0001172747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007507287,"threshold_uncertainty_score":0.9496162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516982277942562,"score_gpt":0.3056766388955708,"score_spread":0.2905068161161452,"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."}}