{"id":"W2195467525","doi":"10.7547/0003-0538-104.1.115","title":"Topical Treatment of Onychomycosis as a Realistic Option to Systemic Therapy","year":2014,"lang":"en","type":"article","venue":"Journal of the American Podiatric Medical Association","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada)","funders":"","keywords":"Medicine; Dermatology; Trichophyton rubrum; Antifungal; Distress; Cure rate; Nail disease; Surgery; Psoriasis","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":[0.0001906517,0.0002609459,0.0003521565,0.0003112656,0.000761262,0.0006483003,0.000195148,0.0008803428,0.003042906],"category_scores_gemma":[0.0005567213,0.00007947935,0.0002646859,0.0001518288,0.0003113158,0.0005383678,0.0003953215,0.001031226,0.0006893175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830481,"about_ca_system_score_gemma":0.0002332555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001550532,"about_ca_topic_score_gemma":0.0005599927,"domain_scores_codex":[0.9998308,0.00006089826,0.00001218902,0.00001956747,0.00004376676,0.00003275773],"domain_scores_gemma":[0.9998794,0.00002981169,0.00002367165,0.00001419769,0.00001324845,0.00003962672],"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":[0.0006175153,0.001164836,0.0343089,0.001351159,0.00007251651,0.4067827,0.001155648,0.0007176342,0.08000669,0.009630295,0.01486019,0.4493319],"study_design_scores_gemma":[0.00008983673,0.001985244,0.02006887,0.0007461907,0.00008622837,0.8333967,0.001232797,0.001591794,0.01111317,0.00248028,0.1271733,0.0000356465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040724,0.1396165,0.01805478,0.01823051,0.001721559,0.000252326,0.00007977925,0.0003643435,0.1176078],"genre_scores_gemma":[0.963451,0.02048081,0.005370931,0.002273374,0.0008417364,0.00003717258,0.00003820938,0.00001884064,0.007487897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003042906,"threshold_uncertainty_score":0.01017952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009117756413855153,"score_gpt":0.2977917057213325,"score_spread":0.2886739493074774,"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."}}