{"id":"W2053478504","doi":"10.1016/s0733-8635(02)00086-4","title":"Non-dermatophyte onychomycosis","year":2003,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Dermatophyte; Medicine; Dermatology; Antifungal; Mycosis; Immunology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001091092,0.0007070632,0.003575907,0.0002003951,0.0001104759,0.0000386625,0.0002297306,0.0008017006,0.0002849261],"category_scores_gemma":[0.0001159884,0.000493882,0.001879165,0.0004110489,0.00008711806,0.00004489244,0.00008284074,0.0006070486,0.002768976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195838,"about_ca_system_score_gemma":0.0005682068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000196572,"about_ca_topic_score_gemma":3.478313e-7,"domain_scores_codex":[0.9971129,0.0001178214,0.001262222,0.0006806785,0.0003080706,0.000518298],"domain_scores_gemma":[0.9975952,0.0002714339,0.0006021963,0.001037297,0.00008413496,0.0004097503],"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":[0.00001483745,0.0008318052,0.002319899,0.02294479,0.001033337,0.002577377,0.000006018294,2.745083e-8,2.707758e-9,0.0001120626,0.03173341,0.9384264],"study_design_scores_gemma":[0.001071259,0.00008604897,0.00008974083,0.006519935,0.005653314,0.002427098,0.000006635535,0.000003651584,1.342956e-7,0.0001247651,0.9836164,0.000401037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003769386,0.9869967,0.000007466994,0.0000681672,0.0007336887,0.001450683,0.0001031167,0.000128346,0.0104741],"genre_scores_gemma":[0.00002239464,0.9953586,0.0005415365,0.001752115,0.0001045446,0.0002476984,0.0005783211,0.0000948941,0.001299874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.951883,"threshold_uncertainty_score":0.9997513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09458902359607174,"score_gpt":0.4253894404609376,"score_spread":0.3308004168648658,"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."}}