{"id":"W7133091752","doi":"","title":"More than Skin Deep: The Cutaneous Microbiome of Psoriasis and Psoriatic Arthritis","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriasis; Psoriatic arthritis; Microbiome; Exacerbation; Disease; Pathogenesis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002187484,0.0003453659,0.001008583,0.001893597,0.0005382867,0.002665777,0.0003306533,0.001275612,0.003666718],"category_scores_gemma":[0.01185899,0.0002460615,0.001288386,0.002473789,0.001054793,0.002962246,0.001236892,0.001501648,0.0003527754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066271,"about_ca_system_score_gemma":0.002890918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005529805,"about_ca_topic_score_gemma":0.009514344,"domain_scores_codex":[0.9969403,0.001554115,0.0004408747,0.0004127188,0.0004757795,0.0001763315],"domain_scores_gemma":[0.992583,0.004816823,0.001402909,0.0002126051,0.0007072436,0.0002774475],"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":[0.0009423381,0.0001148555,0.07283837,0.1408561,0.004530189,0.0007439708,0.007629796,0.0003661577,0.002602363,0.01839478,0.04034115,0.71064],"study_design_scores_gemma":[0.0001700635,0.0004638405,0.2209834,0.2669218,0.007326929,0.005075716,0.01168549,0.0003076301,0.001088302,0.02490409,0.4608835,0.0001892314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01609498,0.9590892,0.001071911,0.01718301,0.001390753,0.00004709782,0.0008153803,0.00001676959,0.004290944],"genre_scores_gemma":[0.2457304,0.7229961,0.003464025,0.02304644,0.002208698,0.0001862249,0.0007419445,0.00002867586,0.001597471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005529805,"threshold_uncertainty_score":0.01226646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247934913126314,"score_gpt":0.2753534334287793,"score_spread":0.2628740842975162,"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."}}