{"id":"W4213087340","doi":"10.3390/curroncol29030115","title":"The Real-World Experience of the Biosimilar (Grastofil®) to the Reference Biologic (Neupogen®) in Breast Cancer and Lymphoma: A Canadian Single-Centre Retrospective Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Biosimilar; Filgrastim; Medicine; Cancer; Breast cancer; Retrospective cohort study; Internal medicine; Neutropenia; Oncology; Incidence (geometry); Febrile neutropenia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001762917,0.0002867578,0.0005413108,0.00122189,0.0009571311,0.001109371,0.0008457989,0.0004850638,0.001104757],"category_scores_gemma":[0.006125048,0.0004020542,0.0005901342,0.003143577,0.0008033403,0.0004135524,0.0006039419,0.000669213,0.0001439006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01136759,"about_ca_system_score_gemma":0.008114413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5308958,"about_ca_topic_score_gemma":0.5423946,"domain_scores_codex":[0.9970638,0.0004084703,0.0003022797,0.0005447472,0.001207882,0.0004729047],"domain_scores_gemma":[0.993458,0.000692681,0.003319814,0.0003364589,0.001435013,0.0007580841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003857921,0.00008606967,0.9944944,0.00007634314,0.000107648,0.0002722318,0.000630388,0.00006871601,0.0002269585,0.00006268632,0.0002540838,0.003334743],"study_design_scores_gemma":[0.0000528479,0.0005426297,0.9943726,0.00006002414,0.000130941,0.001112791,0.001367662,0.0002362198,0.0002001856,0.00002220294,0.001875022,0.00002676544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976877,0.001047684,0.00006805617,0.0000622868,0.000004925583,0.0000572352,0.0004812586,0.000001757187,0.0005890821],"genre_scores_gemma":[0.9985611,0.0006888703,0.00008542814,0.00008158975,0.000008237216,0.00001602744,0.0004411302,0.000002662014,0.0001150823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691042,"threshold_uncertainty_score":0.9437336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07939083915798734,"score_gpt":0.3720121001926708,"score_spread":0.2926212610346835,"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."}}