{"id":"W3047128513","doi":"10.1177/1203475420943861","title":"Skin Damage Prevention Strategies During COVID-19: Assessing Their Effect on N95 Mask Seal Integrity","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Seal (emblem); Coronavirus; Intensive care medicine; Coronavirus Infections; Virology; Dermatology; Pathology; Outbreak; Disease; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.002663083,0.0001988732,0.0006886934,0.0002432876,0.0004394224,0.00003483469,0.0001263694,0.0001269167,0.0005653505],"category_scores_gemma":[0.001724889,0.0001299243,0.0001742787,0.0001704175,0.00007715651,0.0002929827,0.00007419583,0.001105954,0.000008329337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009747134,"about_ca_system_score_gemma":0.0004866188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003397087,"about_ca_topic_score_gemma":0.00002639967,"domain_scores_codex":[0.9966646,0.001503331,0.0009119455,0.0001968195,0.0004245736,0.0002986854],"domain_scores_gemma":[0.9960219,0.002465079,0.0007550422,0.0001401095,0.0001029347,0.0005149799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01223274,0.001077457,0.1590497,0.03423442,0.002980508,0.01987168,0.0847714,0.0009990575,0.02960031,0.005161082,0.5490928,0.1009289],"study_design_scores_gemma":[0.0191719,0.009895644,0.1270901,0.02161909,0.00224433,0.003784389,0.2112255,0.002029311,0.001494416,0.01381722,0.5853733,0.002254811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641636,0.0004556604,0.003212266,0.02651803,0.0009079879,0.0004201473,0.000002935308,0.00006085799,0.004258498],"genre_scores_gemma":[0.992193,0.0004464468,0.00005461819,0.005780618,0.001047813,0.000006121164,0.000006460962,0.00001850175,0.0004464038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264541,"threshold_uncertainty_score":0.6190191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068699343279828,"score_gpt":0.4290850242570454,"score_spread":0.3222150899290626,"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."}}