{"id":"W2154914397","doi":"10.3899/jrheum.121162","title":"Soluble Biomarkers Associated with Response to Treatment with Tumor Necrosis Factor Inhibitors in Psoriatic Arthritis","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psoriatic arthritis; Tumor necrosis factor alpha; Psoriasis; Tumor necrosis factor α; Arthritis; Antirheumatic Agents; Immunology; Internal medicine; Dermatology; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007549896,0.0003287074,0.0005305353,0.000640368,0.0001261667,0.0003267764,0.0001311019,0.0003617823,0.001034586],"category_scores_gemma":[0.002267401,0.00008739526,0.0003119941,0.0005639569,0.00017036,0.0002510479,0.0001692178,0.0003231363,0.0002202344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150208,"about_ca_system_score_gemma":0.0001529472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002477737,"about_ca_topic_score_gemma":0.0003075791,"domain_scores_codex":[0.9993815,0.0002288091,0.00009035514,0.00006835386,0.0001789153,0.00005197356],"domain_scores_gemma":[0.9976149,0.0005405507,0.001418488,0.0000445657,0.000209421,0.0001720651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002272546,0.0001643175,0.975973,0.0001321474,0.000185191,0.0001990335,0.00005327792,0.0001645426,0.004302762,0.00001107095,0.0001947575,0.01634743],"study_design_scores_gemma":[0.0001028645,0.001767056,0.993298,0.00002753657,0.0001254909,0.002106614,0.00007740991,0.0009193799,0.001131275,0.00002663551,0.0004092033,0.000008529114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965453,0.002860377,0.0001722523,0.00006943404,0.00001152382,0.00001857984,0.0001327961,0.000009154998,0.0001806051],"genre_scores_gemma":[0.9989686,0.0003452963,0.0003552926,0.00002442085,0.00003616833,0.00001358709,0.0001470831,0.000001350868,0.0001080926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001034586,"threshold_uncertainty_score":0.003992796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124379337496672,"score_gpt":0.2392545013179181,"score_spread":0.2280107079429514,"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."}}