{"id":"W4380837122","doi":"10.3390/jof9060671","title":"Single-Point Nail Sampling to Diagnose Onychomycosis Caused by Non-Dermatophyte Molds: Utility of Polymerase Chain Reaction (PCR) and Histopathology","year":2023,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Histopathology; Dermatophyte; Biology; Polymerase chain reaction; Pathology; Medicine; Microbiology; Gene","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":[0.002305512,0.0009103973,0.0009328662,0.002671201,0.0003312799,0.001062577,0.0006250624,0.0006986487,0.0009042021],"category_scores_gemma":[0.006351464,0.0006194622,0.000392783,0.0008650507,0.000619108,0.001059725,0.0005233819,0.0006259149,0.0006809728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961908,"about_ca_system_score_gemma":0.0003770888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852242,"about_ca_topic_score_gemma":0.002832248,"domain_scores_codex":[0.9980561,0.0007206213,0.0002452366,0.0003290123,0.000517056,0.0001320762],"domain_scores_gemma":[0.9968461,0.001250506,0.0006022573,0.0002410632,0.0007241237,0.0003358982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001081839,0.0002291914,0.8559882,0.0002900911,0.0001128904,0.003362773,0.0004680505,0.0006305021,0.08008988,0.00008286225,0.0002339247,0.05742987],"study_design_scores_gemma":[0.0000988055,0.003137364,0.8793126,0.0002994436,0.0002721785,0.03588676,0.002089269,0.01399091,0.06303468,0.0003306089,0.001471606,0.0000757563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832181,0.003425998,0.01080815,0.000132919,0.0001206517,0.0002020933,0.000173602,0.0001141412,0.001804424],"genre_scores_gemma":[0.9872282,0.001301273,0.01085013,0.00006102569,0.00003894248,0.00003567499,0.0001166496,0.00001646972,0.0003516941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002671201,"threshold_uncertainty_score":0.01219285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273748954592928,"score_gpt":0.2918562753449397,"score_spread":0.264481379885647,"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."}}