{"id":"W2754739856","doi":"10.18433/j3vk90","title":"Biosimilars: State of Clinical and Regulatory Science","year":2017,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Health Canada","funders":"","keywords":"Regulatory science; Interchangeability; Biosimilar; Viewpoints; Marketing authorization; Authorization; Terminology; Medicine; Political science; Business; Engineering; Computer science; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08361201,0.0008122803,0.001687079,0.00388659,0.003424162,0.01555616,0.003727824,0.01101235,0.007320321],"category_scores_gemma":[0.07933978,0.0006126938,0.001160512,0.006170591,0.0145086,0.009061967,0.003128576,0.01381956,0.002365603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01892968,"about_ca_system_score_gemma":0.06242083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03270687,"about_ca_topic_score_gemma":0.02317771,"domain_scores_codex":[0.9641275,0.005920464,0.002891949,0.002460735,0.0224666,0.002132774],"domain_scores_gemma":[0.8812754,0.04052566,0.007503301,0.003754883,0.05865359,0.008287074],"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":[0.0003943236,0.0002969273,0.001229617,0.003292693,0.00005103751,0.000204927,0.000796548,0.0006390358,0.003426041,0.135077,0.1573468,0.6972451],"study_design_scores_gemma":[0.00004620061,0.0002043309,0.00112826,0.00387583,0.00003517883,0.0003130638,0.0004236989,0.0004618671,0.002147492,0.01925269,0.9720452,0.00006624031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004220071,0.6306748,0.00788072,0.2904694,0.008363741,0.000212212,0.0006451972,0.0003506719,0.05718305],"genre_scores_gemma":[0.1474839,0.6411775,0.02560736,0.1508976,0.0132753,0.0002748293,0.00212034,0.0003142405,0.01884894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08361201,"threshold_uncertainty_score":0.4421878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1954540780110975,"score_gpt":0.5169129429236075,"score_spread":0.32145886491251,"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."}}