{"id":"W2904631674","doi":"10.1186/s13075-018-1773-y","title":"Secukinumab provides sustained PASDAS-defined remission in psoriatic arthritis and improves health-related quality of life in patients achieving remission: 2-year results from the phase III FUTURE 2 study","year":2018,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Novartis Pharma; National Institute for Health and Care Research; Novartis","keywords":"Medicine; Secukinumab; Psoriatic arthritis; Quality of life (healthcare); Population; Internal medicine; Physical therapy; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003783228,0.00034547,0.001142982,0.000289883,0.0005705847,0.00006837091,0.0002301913,0.0001842974,0.00009023237],"category_scores_gemma":[0.00238838,0.0002464886,0.0001011012,0.001048208,0.0004419416,0.0002070893,0.000222367,0.0007757525,0.000005675656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291255,"about_ca_system_score_gemma":0.0004469038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049122,"about_ca_topic_score_gemma":0.008338063,"domain_scores_codex":[0.9934983,0.001803718,0.001758916,0.0008748999,0.001205698,0.0008584131],"domain_scores_gemma":[0.9969568,0.0008766413,0.0003980032,0.0008318775,0.0005819552,0.0003547658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02830403,0.00403544,0.154,0.00003973967,0.0001831514,0.0000931915,0.02084891,1.160264e-7,0.0006915875,0.0000502441,0.001152286,0.7906013],"study_design_scores_gemma":[0.1972536,0.01667802,0.7511123,0.002514465,0.0000075785,0.000004680499,0.02739905,0.00002754746,0.0001664417,0.000673836,0.003857488,0.0003049689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664733,0.02253003,4.993154e-7,0.006372465,0.0001796825,0.004089606,0.0001577786,0.00004238955,0.0001542649],"genre_scores_gemma":[0.971526,0.02744987,0.0001279178,0.0001881416,0.0002856726,0.0001542586,0.0001517555,0.00004623779,0.00007020326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7902963,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454866873855435,"score_gpt":0.3708590717474094,"score_spread":0.3263104030088551,"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."}}