{"id":"W2121478501","doi":"10.3899/jrheum.120246","title":"Synovial Biomarkers in Psoriatic Arthritis","year":2012,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb","keywords":"Medicine; Etanercept; Synovitis; Psoriatic arthritis; Internal medicine; Arthritis; Magnetic resonance imaging; Synovial fluid; Golimumab; Pathology; Rheumatoid arthritis; Osteoarthritis; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122838,0.0006402172,0.0006654423,0.001238061,0.0003078493,0.0006461017,0.0001734022,0.0004391383,0.001860946],"category_scores_gemma":[0.001072158,0.0001690559,0.0003056766,0.0008279841,0.0002250716,0.0002838311,0.0002951827,0.0004486187,0.0004916113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814807,"about_ca_system_score_gemma":0.000265865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004024446,"about_ca_topic_score_gemma":0.0005233904,"domain_scores_codex":[0.9996127,0.00009929654,0.00006013044,0.00006754789,0.0001202642,0.00004007564],"domain_scores_gemma":[0.9992691,0.0001213855,0.0003888341,0.00002017969,0.0001093531,0.00009118381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003929305,0.0005108329,0.7579492,0.001995712,0.0005495384,0.002912904,0.0004255633,0.00062023,0.09512135,0.0002401426,0.001571212,0.134174],"study_design_scores_gemma":[0.0003746771,0.004622078,0.9454631,0.0005831937,0.0008012913,0.01885396,0.0005346221,0.001775172,0.01629327,0.0007133622,0.009928229,0.00005711304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933437,0.06197097,0.001382257,0.0004598745,0.00009553229,0.0000826079,0.0004059311,0.00006477565,0.002100937],"genre_scores_gemma":[0.9927517,0.004780551,0.00146076,0.0001667751,0.0001266951,0.00003309542,0.00022725,0.000003224343,0.0004499624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001860946,"threshold_uncertainty_score":0.006225467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304341013545446,"score_gpt":0.2819577783492546,"score_spread":0.2689143682138001,"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."}}