{"id":"W2010911380","doi":"10.1097/01206501-200412000-00004","title":"Optimizing Skin Protection with Semipermeable Gloves","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semipermeable membrane; Medicine; Transepidermal water loss; Permeability (electromagnetism); Surgery; Dermatology; Membrane; Chemistry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006780422,0.0008764889,0.0003383903,0.0005530487,0.0001364246,0.0005846883,0.0005443891,0.0004600183,0.001446692],"category_scores_gemma":[0.001280633,0.0002323523,0.0005198578,0.0002583042,0.0002193101,0.0006708005,0.0006120154,0.0003265606,0.0004581799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636272,"about_ca_system_score_gemma":0.0001965148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001709186,"about_ca_topic_score_gemma":0.0002494077,"domain_scores_codex":[0.9994,0.0001692177,0.00007733509,0.00008577489,0.0002188652,0.00004885186],"domain_scores_gemma":[0.9991425,0.0002457467,0.0003403568,0.00007813318,0.0001535137,0.0000396002],"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":[0.0002303806,0.0002682356,0.002110213,0.0008369819,0.00004159769,0.00009665096,0.00007986289,0.00152473,0.9530531,0.00009965055,0.0001096069,0.04154905],"study_design_scores_gemma":[0.00004579471,0.00485033,0.0162777,0.0001643994,0.0001142171,0.0009765193,0.0001495264,0.002762699,0.9679776,0.0001371116,0.006508812,0.00003532159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542966,0.01030551,0.03305481,0.0001722995,0.00004234043,0.0002781035,0.0001649285,0.0001775923,0.001507897],"genre_scores_gemma":[0.9183322,0.006609021,0.07343487,0.0001362976,0.00002884519,0.0001498749,0.000245401,0.00005414683,0.001009399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446692,"threshold_uncertainty_score":0.004839659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553018899733062,"score_gpt":0.2562183392775773,"score_spread":0.2406881502802466,"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."}}