{"id":"W3030930859","doi":"10.33380/2305-2066-2020-9-2-140-144","title":"Immunogenicity Assessment of Pegfilgrastim in Patients with Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Drug development & registration","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Public Health Association","funders":"","keywords":"Pegfilgrastim; Medicine; Filgrastim; Immunogenicity; Neutropenia; Immunoassay; Internal medicine; Breast cancer; Cancer; Oncology; Antibody; Immunology; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006272316,0.0001011869,0.0001798972,0.00004550935,0.00004151069,0.000009944837,0.00004397722,0.00002599724,0.0001366059],"category_scores_gemma":[0.000004255269,0.00008301756,0.00002372254,0.0002594193,0.00002924454,0.00009769516,0.00001369423,0.0001120654,0.000003267562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956137,"about_ca_system_score_gemma":0.0006361099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001465999,"about_ca_topic_score_gemma":0.0002422822,"domain_scores_codex":[0.9991206,0.00001769828,0.0002769337,0.0001833412,0.0002876406,0.0001138149],"domain_scores_gemma":[0.9995534,0.000005409912,0.0001299797,0.0000971902,0.0001479762,0.00006605719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821401,0.0002140001,0.9928151,0.00007892283,0.00004074686,0.000002332842,0.0004417284,0.00009781643,0.001163139,0.00007224776,0.000353916,0.004437963],"study_design_scores_gemma":[0.001906335,0.00008442019,0.9944491,0.0001053514,0.0000291894,0.000002028745,0.00005885475,0.00005146943,0.002095279,0.00000172093,0.001123736,0.0000925362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995851,0.00001665328,0.000396265,0.001709053,0.00004780247,0.0004241998,0.00001348876,0.00002256327,0.001518992],"genre_scores_gemma":[0.9981278,0.00001185811,0.001352772,0.0002048227,0.00002881758,0.00006214657,0.0000975051,0.000009891594,0.0001043581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004345426,"threshold_uncertainty_score":0.3385358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122452560432387,"score_gpt":0.265162422345945,"score_spread":0.2539378967416211,"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."}}