{"id":"W2083054661","doi":"10.1046/j.1365-2133.149.s65.5.x","title":"Onychomycosis in clinical practice: factors contributing to recurrence","year":2003,"lang":"en","type":"review","venue":"British Journal of Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Galderma","keywords":"Medicine; Disease; Psoriasis; Dermatology; Population; Nail disease; Diabetes mellitus; Nail (fastener); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005814602,0.0002751517,0.003272769,0.0003041205,0.00005757748,0.0000440835,0.0001855407,0.0004278777,0.00006733006],"category_scores_gemma":[0.006710717,0.0002538518,0.0009033806,0.0003844019,0.00005379379,0.0001231868,0.00005585829,0.00118813,0.00004712719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962483,"about_ca_system_score_gemma":0.0009721735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002710056,"about_ca_topic_score_gemma":0.00001024694,"domain_scores_codex":[0.9955994,0.0008667681,0.002437144,0.0002901306,0.000299928,0.0005066333],"domain_scores_gemma":[0.9962022,0.001231737,0.001500375,0.0001828161,0.0003681868,0.0005147017],"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":[0.00005701403,0.0007602089,0.01887947,0.001404546,0.0005177764,0.04337909,0.000008440435,2.1788e-8,4.049001e-9,0.00001138626,0.003518632,0.9314634],"study_design_scores_gemma":[0.001629072,0.000180872,0.003618106,0.024234,0.001989208,0.2034981,0.00003399593,7.976211e-8,1.494441e-7,0.00001016847,0.7646571,0.000149171],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001271199,0.9965877,0.00003612576,0.0002106752,0.0008683414,0.0005706371,0.00006067853,0.000006567774,0.00038808],"genre_scores_gemma":[0.001775349,0.9968678,0.000794146,0.0003428999,0.0001130132,0.00001074695,0.00003567207,0.00003285765,0.00002750318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9313142,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794931063022224,"score_gpt":0.4641900335995579,"score_spread":0.3862407229693356,"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."}}