{"id":"W2761363956","doi":"10.1159/000480023","title":"Antibiofilm Treatment for Onychomycosis and Chronic Fungal Infections","year":2017,"lang":"en","type":"review","venue":"Skin Appendage Disorders","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Biofilm; Virulence; Antifungal; Antimicrobial; Microbiology; Medicine; Antifungal drugs; Efflux; Photodynamic therapy; Biology; Intensive care medicine; Bacteria; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.00005570133,0.0006012388,0.001593399,0.0002187872,0.0004395268,0.0000890476,0.0001128326,0.0002647221,0.0001515151],"category_scores_gemma":[0.00004710471,0.0004429308,0.00111737,0.00009635225,0.0001294092,0.00007437381,0.00005153501,0.0001435448,0.000119515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126756,"about_ca_system_score_gemma":0.0005635589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752468,"about_ca_topic_score_gemma":0.0003039108,"domain_scores_codex":[0.9983655,0.00003834854,0.0003560514,0.0006605794,0.0001376296,0.0004418644],"domain_scores_gemma":[0.9986106,0.0001025556,0.0002846664,0.0007152678,0.00003164127,0.0002552776],"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":[0.00002337944,0.0006938173,0.001131366,0.008487342,0.001368116,0.00002393749,0.00001629453,4.861626e-8,5.135032e-8,0.00006637925,0.0006109691,0.9875783],"study_design_scores_gemma":[0.002969648,0.001261079,0.0007620144,0.004602829,0.006587094,0.00006726144,0.00001512084,0.000004381752,7.145127e-7,0.00005834084,0.9833227,0.0003488621],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008768505,0.9922029,0.00003149367,0.00006544712,0.000282036,0.003863367,0.0008880693,0.00007031421,0.002508719],"genre_scores_gemma":[0.001396889,0.9935313,0.00006869308,0.0000125777,0.0002035884,0.0003360092,0.001479282,0.0001053496,0.002866306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9872295,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07515103220200638,"score_gpt":0.4160214023093562,"score_spread":0.3408703701073498,"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."}}