{"id":"W2319488930","doi":"10.3899/jrheum.140181","title":"GRAPPA 2013 Annual Meeting, Rheumatology Updates: Psoriatic Arthritis (PsA) Biomarker Project, Arthritis Mutilans, PsA-Peripheral Spondyloarthritis Epidemiology Project","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Psoriatic arthritis; Medicine; Rheumatology; Reactive arthritis; Arthritis; Psoriasis; Ankylosing spondylitis; Internal medicine; Biomarker; Inflammatory arthritis; Dermatology; Physical therapy; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310175,0.001087567,0.001401477,0.002934868,0.001310835,0.003487288,0.001225384,0.001908641,0.0190209],"category_scores_gemma":[0.01690255,0.0006693664,0.001075051,0.004749744,0.000569597,0.001311174,0.002931209,0.004083235,0.01034583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933258,"about_ca_system_score_gemma":0.01737859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616809,"about_ca_topic_score_gemma":0.02633342,"domain_scores_codex":[0.9955388,0.001887696,0.0004200061,0.000271107,0.001450107,0.0004322517],"domain_scores_gemma":[0.9845008,0.001428116,0.001356415,0.0003949155,0.007356613,0.004963217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001912704,0.00008485208,0.004593968,0.0003013692,0.00005824267,0.00004864269,0.00003192704,0.00008826469,0.0001032598,0.0005923051,0.9323447,0.06156132],"study_design_scores_gemma":[0.0003531617,0.0002052818,0.04488163,0.001440787,0.0001700604,0.0004989979,0.0001466301,0.0002211984,0.0003357067,0.001476119,0.95022,0.00005047301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01728063,0.131622,0.01573534,0.4441583,0.05932358,0.003753357,0.1796078,0.002914403,0.1456046],"genre_scores_gemma":[0.07765768,0.2213818,0.08537038,0.07837537,0.0392093,0.007477367,0.3276861,0.002108391,0.1607336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0190209,"threshold_uncertainty_score":0.06928957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202043242246608,"score_gpt":0.2938530033302071,"score_spread":0.271832570907741,"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."}}