{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002807764,0.0001312106,0.0002507712,0.0001119514,0.0006520268,0.00001263625,0.0003111364,0.00002928287,0.0001478917],"category_scores_gemma":[0.00004411037,0.00006820864,0.00004415389,0.0009406018,0.0002477836,0.00002110201,0.0002631083,0.000296233,0.000001895726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980094,"about_ca_system_score_gemma":0.0008314527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0513281,"about_ca_topic_score_gemma":0.7105823,"domain_scores_codex":[0.9985853,0.0003255311,0.0002479521,0.0003231094,0.0001828328,0.0003352918],"domain_scores_gemma":[0.999183,0.00009135289,0.0001159492,0.0003824337,0.0001040272,0.0001232254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001748575,0.000522923,0.9777431,0.000005027184,0.00002607898,0.000009581201,0.004615757,0.0000126643,0.0005409734,0.0003713206,0.002505437,0.01347222],"study_design_scores_gemma":[0.0008482332,0.000486265,0.8637069,0.00002188927,0.00004768818,0.00003202427,0.008188346,0.000009295937,0.00007280312,0.00002577271,0.1264848,0.00007601561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802266,0.0005835411,2.277187e-7,0.01528237,0.001247629,0.001252161,0.0001460157,0.00001140957,0.001250029],"genre_scores_gemma":[0.9982091,0.000220195,0.000001452517,0.0005404505,0.00008244275,0.000740751,0.000002433853,0.000009003515,0.000194154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6592542,"threshold_uncertainty_score":0.9549892,"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."}}