{"id":"W4386347132","doi":"10.1080/13543784.2023.2254684","title":"Investigational monoclonal antibodies in early development for psoriatic arthritis: beyond the biosimilars","year":2023,"lang":"en","type":"review","venue":"Expert Opinion on Investigational Drugs","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Psoriatic arthritis; Biosimilar; Medicine; Psoriasis; Investigational Drugs; Clinical trial; Ixekizumab; Monoclonal antibody; Arthritis; Intensive care medicine; Immunology; Secukinumab; Internal medicine; Antibody","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001310873,0.000673911,0.001301122,0.0004836533,0.0005070143,0.00008080976,0.0006372579,0.0008371205,0.0001137572],"category_scores_gemma":[0.0008547608,0.0004667492,0.0004631276,0.0006469689,0.000930006,0.0001051935,0.0001741857,0.0008115233,0.0003762665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216388,"about_ca_system_score_gemma":0.001211631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578197,"about_ca_topic_score_gemma":0.00000942375,"domain_scores_codex":[0.9961132,0.0006989953,0.001467091,0.0008498597,0.0002621221,0.0006087146],"domain_scores_gemma":[0.9960557,0.002862638,0.0004666885,0.0003746294,0.0001395424,0.0001007784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005880551,0.0002178886,0.00004242798,0.00169699,0.001048193,0.000003230957,0.001727058,0.000007878712,0.00002733024,0.07154204,0.1466239,0.7770042],"study_design_scores_gemma":[0.0006495447,0.00009111869,0.0002348271,0.007694914,0.00002743447,0.00001202651,0.00006872201,0.00001259049,0.0002060254,0.01073791,0.9796986,0.0005663171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003531208,0.9902495,0.00004853506,0.004612428,0.002784758,0.001545747,0.0004520576,0.00009898523,0.00017269],"genre_scores_gemma":[0.000006716004,0.9846795,0.006493121,0.003450806,0.0004722227,0.001679362,0.002385786,0.00008805288,0.0007444468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8330747,"threshold_uncertainty_score":0.9997784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195450056052979,"score_gpt":0.3821567219202426,"score_spread":0.2626117163149446,"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."}}