{"id":"W2731229649","doi":"10.1007/978-3-319-53763-4_13","title":"The Biosimilar Revolution: Coming to an IBD Patient Near You?","year":2017,"lang":"en","type":"book-chapter","venue":"Clinical gastroenterology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biosimilar; Medicine; Internal medicine","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00166489,0.0005550222,0.001213278,0.00007023595,0.001027926,0.00008831821,0.001291696,0.001717862,0.0007825167],"category_scores_gemma":[0.0007834202,0.0003774753,0.0006702122,0.00001298786,0.00292005,0.00004986229,0.0007974281,0.001922309,0.0008331125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906355,"about_ca_system_score_gemma":0.00008048742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009935959,"about_ca_topic_score_gemma":0.000174837,"domain_scores_codex":[0.9957311,0.0007440759,0.001454262,0.001074465,0.00008676686,0.000909346],"domain_scores_gemma":[0.9962404,0.0006611189,0.0007576311,0.001895901,0.0002086571,0.0002362755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01152546,0.0009332779,0.01237258,0.00005848925,0.003680638,0.0003022666,0.00020649,0.000004103709,0.0006042892,0.0305098,0.5080361,0.4317665],"study_design_scores_gemma":[0.0008247257,0.005769267,0.002298411,0.00008948168,0.0002711896,0.00009374596,0.00001378948,0.000007504125,0.0000239128,0.002166623,0.988179,0.0002623161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04826282,0.0232868,0.005111329,0.2265796,0.09442607,0.01022286,0.003019914,0.001308966,0.5877817],"genre_scores_gemma":[0.07578401,0.003984578,0.01199633,0.07029857,0.003116728,0.0001600292,0.0005098536,0.0004453359,0.8337046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.480143,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06449084076317921,"score_gpt":0.3533957868458291,"score_spread":0.2889049460826498,"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."}}