{"id":"W3186688506","doi":"10.1136/rmdopen-2021-001600","title":"Secukinumab provides sustained improvement in signs and symptoms and low radiographic progression in patients with psoriatic arthritis: 2-year (end-of-study) results from the FUTURE 5 study","year":2021,"lang":"en","type":"article","venue":"RMD Open","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Novartis Pharma","keywords":"Medicine; Secukinumab; Regimen; Psoriatic arthritis; Placebo; Internal medicine; Radiography; Clinical trial; Surgery; Physical therapy; Arthritis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002547902,0.00019822,0.0004872386,0.00008071894,0.000106418,0.00007414197,0.0001010511,0.00004532119,0.0000102315],"category_scores_gemma":[0.00006479923,0.0001209996,0.00002297819,0.0004321775,0.00006834752,0.0001222841,0.0003049816,0.0001493372,3.381078e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000050108,"about_ca_system_score_gemma":0.00009031851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411047,"about_ca_topic_score_gemma":0.01255665,"domain_scores_codex":[0.9984215,0.0001388519,0.0003943753,0.0004900692,0.0003250459,0.0002301556],"domain_scores_gemma":[0.9992564,0.00008914778,0.0001302858,0.000352592,0.0001068414,0.00006474878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0030338,0.003293912,0.9127229,0.00003238453,0.0002495138,0.0003058967,0.006295258,3.733532e-7,0.000007333394,0.000006174285,0.00001894962,0.07403348],"study_design_scores_gemma":[0.0670747,0.008034009,0.8920672,0.0008048699,0.00009889673,0.000001917331,0.03169056,0.000005178767,0.00002440107,0.0000325883,0.00004445662,0.0001212436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909531,0.002790457,1.247201e-7,0.0003132242,0.00006446722,0.005747414,0.00006960108,0.000008472375,0.00005312693],"genre_scores_gemma":[0.9990683,0.0003356486,0.00008287626,0.00004244507,0.00004163213,0.0003110944,0.00008413626,0.0000189096,0.00001500497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07391223,"threshold_uncertainty_score":0.7006907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005489958616759973,"score_gpt":0.2484663074881761,"score_spread":0.2429763488714161,"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."}}