{"id":"W2586817637","doi":"10.1182/blood.v106.11.4263.4263","title":"Pegfilgrastim and Daily Granulocyte Colony-Stimulating Factor (G-CSF) Patterns of Use and Neutropenia-Related Outcomes in Cancer Patients in Spain: Results of the Learn Study.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Pegfilgrastim; Medicine; Filgrastim; Febrile neutropenia; Neutropenia; Internal medicine; Granulocyte colony-stimulating factor; Chemotherapy; Surgery","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":[0.0001117634,0.0001373385,0.0003952393,0.0001170553,0.00004090506,0.00001223388,0.00006108019,0.00005863382,0.00001652041],"category_scores_gemma":[0.000141244,0.00009613774,0.00004048946,0.000216984,0.00005454097,0.0001157388,0.00008081337,0.0002259756,4.350582e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003675926,"about_ca_system_score_gemma":0.00004412743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957381,"about_ca_topic_score_gemma":0.01384011,"domain_scores_codex":[0.9988123,0.0001009354,0.0004970124,0.000233721,0.0001900935,0.0001658986],"domain_scores_gemma":[0.9993463,0.0001409096,0.000182325,0.0001990947,0.00008008654,0.00005125808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000202397,0.001221536,0.9944981,0.00004269763,0.00006191601,0.000004595714,0.001660194,0.0001675346,0.001288782,0.000001804923,0.00000422179,0.0008461801],"study_design_scores_gemma":[0.01696616,0.00054646,0.9807738,0.0001953414,0.0001240732,0.000002479001,0.0001377901,0.00006104924,0.001080147,0.000001295975,0.00002656742,0.00008482328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985786,0.00005809157,2.860586e-7,0.0002642061,0.00005779901,0.0008852319,0.00009483896,0.00000967853,0.00005123825],"genre_scores_gemma":[0.9996414,0.00005967772,0.00001658746,0.00005699192,0.00001339989,0.00002751216,0.000004516323,0.00001560394,0.0001643646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676376,"threshold_uncertainty_score":0.9005818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346058810496125,"score_gpt":0.2853694874300406,"score_spread":0.2619088993250794,"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."}}