{"id":"W4245504034","doi":"10.2310/6620.2004.04016","title":"Optimizing Skin Protection with Semipermeable Gloves","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Semipermeable membrane; Dermatology; Membrane","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":[0.0005018409,0.0004299849,0.0002927696,0.0001882153,0.0001544672,0.000499082,0.0003473895,0.0003735153,0.001895606],"category_scores_gemma":[0.001031214,0.00009538663,0.0003395692,0.00009562049,0.0001495026,0.0006321062,0.0003540318,0.0003160971,0.0002743621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188633,"about_ca_system_score_gemma":0.0001788202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850284,"about_ca_topic_score_gemma":0.0002226323,"domain_scores_codex":[0.9995614,0.0002071552,0.00002674239,0.00004258543,0.0001105955,0.00005158635],"domain_scores_gemma":[0.9995626,0.0001767439,0.0001310844,0.00004027996,0.00005925301,0.00003012465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002237947,0.001172066,0.01301918,0.001167934,0.0001171035,0.0006030201,0.0002757414,0.006989997,0.5962913,0.001979841,0.001672788,0.3744731],"study_design_scores_gemma":[0.000223377,0.02269585,0.08524738,0.0004936881,0.0004208069,0.01088412,0.001036765,0.02218273,0.8241393,0.00424223,0.02836062,0.00007314033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206355,0.01214354,0.06035164,0.0007809453,0.000114963,0.000129435,0.00006712804,0.0001880472,0.005588765],"genre_scores_gemma":[0.9802909,0.002587234,0.01508147,0.0001998174,0.00004673903,0.00003343293,0.00003003578,0.00002406621,0.001706224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001895606,"threshold_uncertainty_score":0.006341457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013936370521723,"score_gpt":0.2261147004613816,"score_spread":0.2159753367561644,"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."}}