{"id":"W1998055389","doi":"10.3899/jrheum.090217","title":"Early Psoriatic Arthritis","year":2009,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Rheumatoid arthritis; Clinical history; Medical history; Modalities; Arthritis; Dermatology; Physical examination; Psoriasis; Intensive care medicine; Internal medicine; Physical therapy","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":[0.0001616965,0.0001291033,0.000577025,0.0001351239,0.00007241582,0.00001048977,0.00006576541,0.00005485731,0.0005442324],"category_scores_gemma":[0.0000599297,0.00009997671,0.0001795964,0.00008703273,0.00003827492,0.0000689741,0.00001513637,0.0001597297,0.00003431969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006727516,"about_ca_system_score_gemma":0.00007085897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002091028,"about_ca_topic_score_gemma":0.00001532325,"domain_scores_codex":[0.9986899,0.00003062545,0.0006391605,0.0001054453,0.0002685933,0.0002662611],"domain_scores_gemma":[0.9992386,0.00003856846,0.0002919319,0.0001354519,0.0001525027,0.0001429137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178123,0.00174145,0.7032498,0.00004695804,0.001460574,0.003251385,0.00151354,0.000002214211,0.0002501287,0.008584911,0.08003434,0.1986866],"study_design_scores_gemma":[0.04496371,0.01925631,0.7499243,0.001246928,0.0005524999,0.04206259,0.00104292,0.000009398294,0.001207779,0.005652809,0.133684,0.0003967437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824094,0.004940219,0.0001075613,0.01134103,0.0005629085,0.0001714465,0.000006135891,0.000011584,0.0004497206],"genre_scores_gemma":[0.9923754,0.003681552,0.00342081,0.0003708542,0.00004312516,0.000003094486,0.000005653871,0.000007801963,0.00009171228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982899,"threshold_uncertainty_score":0.5958963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009964027012209055,"score_gpt":0.2710782973792581,"score_spread":0.261114270367049,"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."}}