{"id":"W2331337690","doi":"10.3899/jrheum.150627","title":"Translational Research in Psoriasis","year":2015,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Translational research; Psoriasis; Public health; Psychological intervention; Bioinformatics; Immunology; Pathology","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":[0.002424141,0.0001232826,0.000404092,0.0005971832,0.0000710887,0.000008402954,0.0002513611,0.0001891751,0.0008085652],"category_scores_gemma":[0.00009814075,0.00009940425,0.0001072477,0.0002629758,0.0001342077,0.0001101206,0.00003674609,0.0003593949,0.0002050155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077997,"about_ca_system_score_gemma":0.0003522711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329712,"about_ca_topic_score_gemma":0.0001943931,"domain_scores_codex":[0.9978598,0.0007294446,0.0007216877,0.0001485294,0.0001438936,0.0003966736],"domain_scores_gemma":[0.998939,0.0003744345,0.0001996191,0.0001418813,0.0002885999,0.00005648678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002041207,0.0009394516,0.8494469,0.00002709891,0.0007477003,0.0001689507,0.004298766,0.00006134177,0.001744057,0.008988808,0.09988097,0.03165473],"study_design_scores_gemma":[0.06129075,0.004083386,0.09183418,0.0004100227,0.0003007181,0.01118381,0.01237251,0.0000183942,0.0267349,0.0340106,0.7569377,0.000823057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863806,0.005168433,0.0001283228,0.005599743,0.001934924,0.000164383,0.00002916203,0.000007927675,0.0005864979],"genre_scores_gemma":[0.9983071,0.0002865194,0.00109871,0.00002312056,0.00002296557,0.00001289028,0.00004397778,0.000009682943,0.0001950359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7576127,"threshold_uncertainty_score":0.8853222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08589113358059447,"score_gpt":0.3430655183616144,"score_spread":0.2571743847810199,"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."}}