{"id":"W2158497767","doi":"10.5402/2012/680163","title":"New Concepts in Median Nail Dystrophy, Onychomycosis, and Hand, Foot, and Mouth Disease Nail Pathology","year":2012,"lang":"en","type":"article","venue":"ISRN Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Nail (fastener); Dermatology; Disease; Nail disease; Antifungal; Tacrolimus; Surgery; Pathology; Transplantation; 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":[],"consensus_categories":[],"category_scores_codex":[0.00004090746,0.0002189094,0.0004632373,0.0001455731,0.00007041792,0.00001632078,0.00005188713,0.0001471826,0.00009706789],"category_scores_gemma":[0.00008197727,0.0001850405,0.00005361302,0.00009908536,0.0002660215,0.0001152619,0.00007295368,0.0001479769,0.00005827799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003927929,"about_ca_system_score_gemma":0.0001280085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000159875,"about_ca_topic_score_gemma":0.000171213,"domain_scores_codex":[0.9986978,0.00009399943,0.0002539962,0.0003125389,0.0001135052,0.0005281394],"domain_scores_gemma":[0.9986481,0.00008853617,0.00006388867,0.0002397131,0.00002453066,0.0009352011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003414432,0.0002153769,0.9747421,0.00009236673,0.00006429353,0.001651931,0.0005399415,6.305571e-8,0.00009357118,0.0006147723,0.001199181,0.020445],"study_design_scores_gemma":[0.006900705,0.00009808987,0.9852813,0.0000630051,0.0002643633,0.001909859,0.000203755,0.00001947151,0.0001666255,0.0006211085,0.004291822,0.0001799236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819131,0.01416955,0.00004345285,0.002980738,0.000227933,0.0003394433,0.00003563225,0.00003275581,0.0002573554],"genre_scores_gemma":[0.9977283,0.0005814368,0.0003341995,0.0008992959,0.0001175498,0.00003864884,0.00005867889,0.00002400132,0.0002179015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02026508,"threshold_uncertainty_score":0.7545733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108553887492383,"score_gpt":0.2869631628237025,"score_spread":0.2758776239487787,"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."}}