{"id":"W3211946437","doi":"10.1691/ph.2021.1694","title":"\"Gut-skin\"axis: understanding psoriasis from the gut.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Psoriasis; Pathogenesis; Mechanism (biology); Medicine; Traditional Chinese medicine; Large intestine; Gut flora; Immunology; Dermatology; Pathology; Internal medicine; Alternative medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002718978,0.00009852827,0.0001836364,0.00002815971,0.0001136325,0.00004610759,0.0001009883,0.0000652594,0.0009513975],"category_scores_gemma":[0.001928801,0.00005828764,0.00009706213,0.0002420261,0.00008138753,0.00004298094,0.00007477304,0.0002190519,0.0001174067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392463,"about_ca_system_score_gemma":0.000139575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001396983,"about_ca_topic_score_gemma":0.00008291414,"domain_scores_codex":[0.9984307,0.00008758931,0.0001460801,0.0002441208,0.000623602,0.0004679181],"domain_scores_gemma":[0.9985906,0.0005055994,0.00002715973,0.0003692582,0.00004994239,0.0004574075],"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":[0.0005003069,0.0007372712,0.06338671,0.00006929112,0.001924867,0.002587024,0.0006951515,3.220943e-7,0.0001757555,0.005567648,0.1088354,0.8155203],"study_design_scores_gemma":[0.004415221,0.00004950645,0.9257576,0.00006937854,0.0002405057,0.00003638595,0.001430766,0.00002433952,0.001131329,0.009878254,0.05683587,0.0001308019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.666079,0.01042098,0.003429422,0.1037766,0.002041798,0.003112659,0.0001649449,0.0002741388,0.2107004],"genre_scores_gemma":[0.9925541,0.0004095177,0.000118239,0.001494604,0.0004752134,0.000396658,0.00007589248,0.00001505238,0.004460676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8623709,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417172042037825,"score_gpt":0.3112641423643625,"score_spread":0.16954693816058,"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."}}