{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004192185,0.00006542144,0.00009804845,0.00006198042,0.00008952626,0.00002384015,0.00001299084,0.00004075474,0.0001018742],"category_scores_gemma":[0.00001178209,0.00005240906,0.00003291003,0.0001207298,0.00001646553,0.0001638783,0.000004286978,0.00008039955,0.00008184423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007201575,"about_ca_system_score_gemma":0.00003965385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624371,"about_ca_topic_score_gemma":0.00004755229,"domain_scores_codex":[0.9995692,0.000008909662,0.000102933,0.00009303851,0.0001186991,0.0001072512],"domain_scores_gemma":[0.9997612,0.000003684307,0.0000422958,0.00008647337,0.00006636271,0.0000399924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001589077,0.00429702,0.1870284,0.004805586,0.002343483,0.001582248,0.03334694,0.2456681,0.1102608,0.02316693,0.02239794,0.3635134],"study_design_scores_gemma":[0.01516684,0.00135861,0.729665,0.00120375,0.000262992,0.003919427,0.0004544448,0.02021658,0.1451014,0.0008863647,0.08115204,0.0006125972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4761433,0.0001005906,0.4945388,0.004818674,0.0002263769,0.0007833806,0.00000296808,0.0002655525,0.02312038],"genre_scores_gemma":[0.995243,0.000008801745,0.003359784,0.0007199497,0.0001431778,0.00004169518,0.00001249652,0.00001024342,0.0004608534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5426365,"threshold_uncertainty_score":0.2137179,"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."}}