{"id":"W2320641439","doi":"10.3821/1913-701x-143.3.134","title":"An Introduction to Biologics and Biosimilars. Part I: Biologics: What are They and Where Do They Come from?","year":2010,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biosimilar; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009917702,0.0004317148,0.0005295631,0.0002586909,0.0009264044,0.000421853,0.0005331528,0.0003318807,0.001195854],"category_scores_gemma":[0.0002826329,0.0003520463,0.00008343563,0.0002174615,0.0005037085,0.0004419653,0.00009046054,0.001310056,0.000009936964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269241,"about_ca_system_score_gemma":0.0004480654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783478,"about_ca_topic_score_gemma":0.1855904,"domain_scores_codex":[0.9972894,0.000482786,0.0005003819,0.0007250791,0.00008102346,0.0009213011],"domain_scores_gemma":[0.9976967,0.0001872793,0.0002352101,0.0003612281,0.0003224032,0.001197163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004088359,0.0001291033,0.03321696,0.00008134964,0.0006155446,0.004213707,0.001234365,0.00002977416,0.5839855,0.0002595458,0.08219387,0.2936314],"study_design_scores_gemma":[0.002426443,0.000423893,0.00132633,0.00005392998,0.0003793856,0.1239644,0.000316272,0.0001150866,0.03092195,0.002156241,0.8364159,0.00150012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802602,0.006474722,0.00001812266,0.005211556,0.00647936,0.0003206771,0.001126683,0.0000355001,0.00007319447],"genre_scores_gemma":[0.9745589,0.01719482,0.000642153,0.005993208,0.001389686,0.00001039813,0.00005238405,0.0000323907,0.0001260282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.754222,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506676594118015,"score_gpt":0.2773885905150782,"score_spread":0.2523218245738981,"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."}}