{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008033225,0.000476865,0.002698296,0.0001516305,0.00008712363,0.00003542646,0.0001514591,0.0005670712,0.0001028437],"category_scores_gemma":[0.0002188487,0.000326772,0.001385017,0.0002688335,0.00006504491,0.0000302854,0.00007706434,0.0004029431,0.0008619102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011418,"about_ca_system_score_gemma":0.0002856701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009998563,"about_ca_topic_score_gemma":0.000001526631,"domain_scores_codex":[0.9977995,0.0001034235,0.001009499,0.0004998709,0.000226287,0.0003614465],"domain_scores_gemma":[0.9979979,0.0006490188,0.0004773701,0.0006239059,0.00005067739,0.0002010897],"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":[0.000004770597,0.000551387,0.00418697,0.01006918,0.0003100036,0.001539054,0.000001474534,3.892e-8,3.48598e-10,0.00005709036,0.02532708,0.957953],"study_design_scores_gemma":[0.0005972655,0.0000651186,0.0002652595,0.008485797,0.005659908,0.0007999957,0.000002244117,0.000003282015,3.769116e-8,0.000105781,0.9837509,0.0002644176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003895594,0.9937634,0.000007700449,0.00008430247,0.0004238101,0.0009407387,0.0001181854,0.0001623084,0.004460554],"genre_scores_gemma":[0.00002576219,0.9967661,0.0004414284,0.0005773254,0.0001784406,0.0001646058,0.001233121,0.00006308628,0.0005501167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9584238,"threshold_uncertainty_score":0.9999185,"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."}}