{"id":"W3043250515","doi":"10.1159/000508926","title":"Once Weekly Application of Urea 40% and Bifonazole 1% Leads to Earlier Nail Removal in Onychomycosis","year":2020,"lang":"en","type":"article","venue":"Skin Appendage Disorders","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Bifonazole; Medicine; Nail (fastener); Urea; Surgery; Animal science; Dermatology; Chemistry; Antifungal; Biology; Biochemistry","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":[0.00004808978,0.0001421207,0.0002541121,0.00008489273,0.00003037764,0.000009198337,0.00007414052,0.00005492474,0.00008085086],"category_scores_gemma":[0.00004789224,0.0001352387,0.00007005747,0.0003718399,0.000046715,0.00005877549,0.0000465617,0.00008810084,0.00008781111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003233653,"about_ca_system_score_gemma":0.00004024267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003187156,"about_ca_topic_score_gemma":0.0001189036,"domain_scores_codex":[0.9990336,0.00001915337,0.0002159664,0.0003276629,0.0002068337,0.0001967359],"domain_scores_gemma":[0.9994913,0.00002515815,0.00005440227,0.0001919701,0.00002468589,0.0002124945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00169469,0.0009729074,0.7340952,0.0004643378,0.0001360632,0.00007242019,0.003446288,0.0000790855,0.007132749,0.0006071363,0.001925333,0.2493738],"study_design_scores_gemma":[0.006128275,0.0006526945,0.9562429,0.0001651557,0.0001749581,0.00001125086,0.002123454,0.0009486871,0.002199369,0.0004213723,0.03058813,0.0003437178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898916,0.0006250257,0.0005449987,0.004690532,0.00002120873,0.0006896239,0.00003878028,0.00003212538,0.00346614],"genre_scores_gemma":[0.9979377,0.0001769243,0.000903191,0.0007281321,0.00002299703,0.00002235623,0.00005772764,0.00002328519,0.0001276409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490301,"threshold_uncertainty_score":0.5514874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009138465945966474,"score_gpt":0.2659628805881586,"score_spread":0.2568244146421922,"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."}}