{"id":"W4386316976","doi":"10.1002/9781119862611.ch13","title":"Integumentary Microbiomes","year":2023,"lang":"en","type":"other","venue":"","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Integumentary system; Microbiome; Immune system; Biology; Innate immune system; Barrier function; Immunology; Allergy; Inflammation; Microbiology; Cell biology; Bioinformatics; Anatomy","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":[0.0002575716,0.0002493354,0.0002268646,0.0006146219,0.0005897277,0.001178998,0.0001862666,0.0004571021,0.01821495],"category_scores_gemma":[0.0007204191,0.00009098216,0.0002225927,0.000547251,0.0003050009,0.0004924273,0.001054513,0.0005679479,0.003685872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888209,"about_ca_system_score_gemma":0.0004831255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677616,"about_ca_topic_score_gemma":0.001421542,"domain_scores_codex":[0.9997442,0.00005403336,0.00001235278,0.00004940208,0.00008348809,0.00005639188],"domain_scores_gemma":[0.9998069,0.0000222044,0.00004526415,0.00001825039,0.00004598757,0.00006132574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006035588,0.0001912181,0.0639988,0.002183218,0.0002324395,0.002244988,0.001899077,0.0003547673,0.06188353,0.02598816,0.1139608,0.7264595],"study_design_scores_gemma":[0.00001375354,0.0001150211,0.08862901,0.000843317,0.00005954333,0.00328929,0.0007069921,0.0001710347,0.003126403,0.004524879,0.8984922,0.00002849671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3168318,0.1591316,0.01173675,0.01833065,0.003631416,0.0002964816,0.01515572,0.0007443283,0.4741412],"genre_scores_gemma":[0.757444,0.09551299,0.0121845,0.006222429,0.001504064,0.0002681852,0.008165916,0.0002980167,0.1183999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01821495,"threshold_uncertainty_score":0.06093502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009908915660468611,"score_gpt":0.2766775249865133,"score_spread":0.2667686093260447,"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."}}