{"id":"W2809244960","doi":"10.5114/ada.2018.76232","title":"Nail dermoscopy (onychoscopy) is useful in diagnosis and treatment follow-up of the nail mixed infection caused by Pseudomonas aeruginosa and Candida albicans","year":2018,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nail (fastener); Medicine; Candida albicans; Dermatology; Pseudomonas aeruginosa; Skin infection; Microbiology; Biology; Staphylococcus aureus; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003711191,0.0002179758,0.000511117,0.0001214206,0.0001003099,0.000005028851,0.00004596584,0.000177349,0.00004618857],"category_scores_gemma":[0.00005119003,0.0001550836,0.00004305528,0.0001694009,0.0007215031,0.0001108187,0.00005482359,0.0001037105,0.000001909782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004978024,"about_ca_system_score_gemma":0.00005659039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172263,"about_ca_topic_score_gemma":0.01672171,"domain_scores_codex":[0.9988139,0.0001378559,0.0003057336,0.0003815931,0.00006947971,0.0002914951],"domain_scores_gemma":[0.9993349,0.0002176087,0.0001154408,0.00020158,0.00003166127,0.00009884962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003597635,0.0002755145,0.9894426,0.00005683925,0.0001260018,0.00007121321,0.0005753068,3.877027e-7,0.00009822262,0.00007665177,0.0004284355,0.00848903],"study_design_scores_gemma":[0.01010403,0.0007965834,0.9650273,0.0001352023,0.0001719383,0.0003194625,0.0001452516,0.00004624777,0.007029271,0.0006111548,0.01544623,0.0001673157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840599,0.01333899,0.000009718291,0.001686148,0.0002779652,0.0004049676,0.00002473052,0.00001202677,0.0001855441],"genre_scores_gemma":[0.9688554,0.03025881,0.00005678084,0.0005540142,0.00001751517,0.000148776,0.00001302973,0.00001203209,0.0000836883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441532,"threshold_uncertainty_score":0.9331108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050474444280219,"score_gpt":0.2855534016043064,"score_spread":0.2750486571615042,"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."}}