{"id":"W2332295706","doi":"10.3899/jrheum.150629","title":"Psoriatic Disease: Clinical Staging","year":2015,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Psoriasis; Psoriatic arthritis; Dermatology; Intensive care medicine; 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":[0.001379668,0.0001808253,0.0006155064,0.0001669354,0.0000816878,0.00001185865,0.0002837643,0.0001443044,0.0008376177],"category_scores_gemma":[0.0003458348,0.0001372623,0.000260231,0.00008762636,0.0001307145,0.0001148448,0.00007650628,0.0002537214,0.0003169534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007722421,"about_ca_system_score_gemma":0.0003928046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002153144,"about_ca_topic_score_gemma":0.00001060732,"domain_scores_codex":[0.9976764,0.0005738268,0.001125461,0.0001787772,0.00009324651,0.0003522972],"domain_scores_gemma":[0.9984462,0.0002975122,0.0006464854,0.0002390485,0.0002085309,0.0001622464],"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":[0.0009807043,0.0004925661,0.8308347,0.00001965646,0.001171003,0.0001144398,0.0004277067,0.000009471542,0.00006993784,0.001548491,0.145653,0.01867837],"study_design_scores_gemma":[0.03253048,0.002514794,0.1267442,0.0002529445,0.001698132,0.002604867,0.002765259,0.0000182753,0.001565627,0.004229173,0.8243726,0.0007036995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795753,0.008892844,0.0006113113,0.003419129,0.007141321,0.000161967,0.00004692373,0.00002424405,0.0001269488],"genre_scores_gemma":[0.9974693,0.0007748873,0.001056235,0.0001237248,0.00005644292,0.000007729213,0.00005951769,0.00001533907,0.0004368082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7040905,"threshold_uncertainty_score":0.9171327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629560538133127,"score_gpt":0.3198386040693461,"score_spread":0.2735429986880148,"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."}}