{"id":"W3156218709","doi":"10.4212/cjhp.v74i2.3108","title":"Effect on Patients’ Outcomes of a Change to Biosimilar Filgrastim Product in Autologous Stem Cell Mobilization","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Filgrastim; Biosimilar; Medicine; Granulocyte colony-stimulating factor; Internal medicine; Autologous stem-cell transplantation; Formulary; Oncology; Pharmacology; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005973498,0.0001498866,0.000366902,0.0001993682,0.00008503211,0.00001474998,0.000260446,0.00006629126,0.0001870998],"category_scores_gemma":[0.0002114193,0.00009397719,0.0001325119,0.0003315926,0.0001153689,0.00005966615,0.00002740323,0.0003406857,0.00001639428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009801151,"about_ca_system_score_gemma":0.0002425603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000750705,"about_ca_topic_score_gemma":0.001596945,"domain_scores_codex":[0.9986162,0.0004895595,0.0003820084,0.0001565367,0.00006128872,0.0002944604],"domain_scores_gemma":[0.9991037,0.0002057245,0.0001866695,0.0001761249,0.0002159769,0.0001118119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005961675,0.001000684,0.7799494,0.0001677112,0.0005060048,0.0003041125,0.003760111,0.00007782473,0.02325535,0.0001668325,0.01274346,0.1774723],"study_design_scores_gemma":[0.00325071,0.004832118,0.3181138,0.0001588134,0.0002142085,0.00003154093,0.0001583868,0.000010905,0.6583784,0.00007264294,0.01446109,0.0003174216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907974,0.001583399,0.000005842283,0.005687594,0.001330675,0.0003742452,0.00006172405,0.000003450516,0.0001556955],"genre_scores_gemma":[0.9986092,0.00002243212,0.00005263444,0.00110107,0.00003721714,0.000006530754,0.000005561973,0.00001133531,0.0001539525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635123,"threshold_uncertainty_score":0.3832278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301808305809579,"score_gpt":0.3007850103133421,"score_spread":0.2677669272552463,"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."}}