{"id":"W1869367172","doi":"10.1159/000433473","title":"Network Meta-Analysis of Onychomycosis Treatments","year":2015,"lang":"en","type":"review","venue":"Skin Appendage Disorders","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada)","funders":"","keywords":"Medicine; Itraconazole; Terbinafine; Dermatology; Fluconazole; Placebo; Nail (fastener); Regimen; Nail matrix; Nail plate; Internal medicine; Antifungal; Psoriasis; Pathology","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","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002316131,0.0008369039,0.008664427,0.0006498835,0.00006791324,0.00002188339,0.0002665526,0.0003132549,0.002405946],"category_scores_gemma":[0.00003576865,0.0005505497,0.01007491,0.002362183,0.00009738525,0.00005332816,0.00009863624,0.0002134175,0.0002673077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953021,"about_ca_system_score_gemma":0.0003589642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002635049,"about_ca_topic_score_gemma":0.00008367784,"domain_scores_codex":[0.9967953,0.0002315867,0.0009877846,0.0007866843,0.0006767059,0.0005219706],"domain_scores_gemma":[0.9974237,0.0001365088,0.0007405678,0.001201564,0.0001103262,0.0003873177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003268462,0.0008382459,0.0003557453,0.002544887,0.6364245,0.0000434656,0.00002587335,0.00001403505,1.639977e-9,0.00004364498,0.003347851,0.3563291],"study_design_scores_gemma":[0.0004627285,0.0001063837,0.00007945693,0.00021641,0.5430792,0.000002655851,0.00001636547,0.000003398912,1.878321e-8,0.00008909484,0.4557481,0.0001962033],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005910761,0.9903562,0.00002167434,0.00003238051,0.0001035218,0.001804476,0.001078209,0.00004976132,0.00654788],"genre_scores_gemma":[0.0002394538,0.99111,0.000261197,0.00006006944,0.00004761506,0.0001873491,0.004898107,0.000108746,0.00308743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4524002,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754960753200899,"score_gpt":0.4127500033965334,"score_spread":0.2372539280764435,"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."}}