{"id":"W4242379988","doi":"10.1016/j.det.2006.03.008","title":"Diagnosing Onychomycosis","year":2006,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dermatology; Nail disease; Nail (fastener); Disease; Identification (biology); Intensive care medicine; Pathology; Paronychia","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":[0.0006699967,0.001429981,0.002370695,0.004522945,0.0002510778,0.001024938,0.001223804,0.00112785,0.002095834],"category_scores_gemma":[0.001516627,0.0004770367,0.0006299051,0.002292752,0.0006060682,0.001495844,0.0006880515,0.001277616,0.00161133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003888034,"about_ca_system_score_gemma":0.0008970859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425958,"about_ca_topic_score_gemma":0.00341467,"domain_scores_codex":[0.9993899,0.0001159901,0.0001254448,0.00009618922,0.0002313336,0.00004111744],"domain_scores_gemma":[0.9990251,0.000434029,0.0002165247,0.00003823908,0.0002320334,0.00005415756],"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":[0.0000630664,0.00004174266,0.000529777,0.008979299,0.00007504234,0.001019214,0.0000249371,0.0001086771,0.001718669,0.0002261411,0.01143288,0.9757805],"study_design_scores_gemma":[0.0001229508,0.0004353584,0.01025438,0.01766748,0.001384933,0.0513083,0.0002356601,0.0004114684,0.005155667,0.00148289,0.9114565,0.00008448087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003676856,0.9974974,0.0003893296,0.0001714916,0.0002800911,0.00001002161,0.00001875522,0.00001692498,0.001248321],"genre_scores_gemma":[0.00375584,0.993611,0.0008416232,0.0004240043,0.0003986291,0.000007894692,0.00006468275,0.000003173002,0.000893126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004522945,"threshold_uncertainty_score":0.007011294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275745585406093,"score_gpt":0.4543543112534583,"score_spread":0.326779752712849,"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."}}