{"id":"W4411498599","doi":"10.3390/idr17030072","title":"Polylactic Acid Membranes, a Novel Adjunct Treatment for Bullous Impetigo","year":2025,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adjunct; Impetigo; Polylactic acid; Dermatology; Surgery","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":[0.0001813394,0.0003303939,0.0003177635,0.0005049644,0.0002813508,0.0003927769,0.0002561087,0.0006922767,0.001097956],"category_scores_gemma":[0.0002190555,0.0001039201,0.0003454,0.0002057424,0.0002509388,0.0004304161,0.0002731947,0.0006234302,0.0002756752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871038,"about_ca_system_score_gemma":0.0001335801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003016651,"about_ca_topic_score_gemma":0.0006091598,"domain_scores_codex":[0.9998802,0.00002422413,0.000009338229,0.00001904301,0.00004286909,0.00002428518],"domain_scores_gemma":[0.9999299,0.00001415691,0.00002682628,0.00000465771,0.000008381344,0.00001615673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009983067,0.0009606515,0.002867943,0.002621996,0.0001271124,0.01315006,0.0002354273,0.00025921,0.7276359,0.0008480404,0.00218069,0.2481147],"study_design_scores_gemma":[0.0005876247,0.02124352,0.0368989,0.0008296461,0.0008697627,0.1609798,0.0006542924,0.005372937,0.6225694,0.001058749,0.148813,0.0001222823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6810485,0.2798437,0.02460721,0.002151936,0.0007069024,0.0002404201,0.00008993046,0.0005480371,0.01076335],"genre_scores_gemma":[0.9554349,0.03151257,0.008106469,0.0006853552,0.000285374,0.00006289997,0.00006815484,0.00001927437,0.00382505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001097956,"threshold_uncertainty_score":0.003673017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128442329156193,"score_gpt":0.2992419695762175,"score_spread":0.2863977366605981,"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."}}