{"id":"W4386332198","doi":"10.20944/preprints202308.2094.v1","title":"Practical Management of Biosimilar Use in Inflammatory Bowel Disease (IBD): A Global Survey and an International Delphi Consensus","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Lunenfeld-Tanenbaum Research Institute; Western University","funders":"UCB Pharma; Janssen Pharmaceuticals; Genentech; Norgine; Celltrion; Astellas Pharma; Eisai; Mitsubishi Tanabe Pharma Corporation; Celgene; Pfizer; Biogen; EA Pharma Co., Ltd.; Gilead Sciences; Seres Therapeutics; AstraZeneca; Eli Lilly and Company; Samsung; Bristol-Myers Squibb; Dr. Falk Pharma; Vifor Pharma; Hospital for Sick Children; Kyorin Pharmaceutical; Tillotts Pharma; Amgen; Novo Nordisk; Falk Foundation; National Science Foundation","keywords":"Biosimilar; Inflammatory bowel disease; Delphi method; Medicine; Delphi; Health care; Inflammatory Bowel Diseases; Knowledge management; Intensive care medicine; Disease; Business; Computer science; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07743334,0.0005519371,0.0006856969,0.002663888,0.001773185,0.002213537,0.0009210211,0.001592435,0.002007683],"category_scores_gemma":[0.05186057,0.0005602697,0.001414879,0.002022903,0.002745468,0.003000449,0.006479331,0.00198631,0.000505445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288686,"about_ca_system_score_gemma":0.008041886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795361,"about_ca_topic_score_gemma":0.001149456,"domain_scores_codex":[0.9565657,0.02989118,0.004873306,0.001551096,0.004232554,0.002886266],"domain_scores_gemma":[0.9576946,0.02483827,0.00330046,0.00133358,0.01064445,0.002188612],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001084918,0.0007113945,0.2351035,0.009747102,0.0004474655,0.00156738,0.3948329,0.002035428,0.008139108,0.009188833,0.02433365,0.3128083],"study_design_scores_gemma":[0.0002224023,0.002137873,0.1944252,0.007428304,0.0002897854,0.002553788,0.6555024,0.005486795,0.00333568,0.006939006,0.1212429,0.0004359817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492362,0.003812703,0.01496946,0.01493246,0.0003216554,0.004073721,0.0007168486,0.00009633313,0.01184055],"genre_scores_gemma":[0.9703869,0.003697835,0.01606472,0.004487887,0.00007326071,0.003602169,0.0006521349,0.00004531391,0.0009897586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9225667,"threshold_uncertainty_score":0.4095116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239380236649462,"score_gpt":0.4312221232055468,"score_spread":0.1918418865560848,"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."}}