{"id":"W2002515723","doi":"10.3747/co.19.948","title":"Use and Delivery of Granulocyte Colony–Stimulating Factor in Breast Cancer Patients Receiving Neoadjuvant or Adjuvant Chemotherapy—Single-Centre Experience","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Granulocyte colony-stimulating factor; Filgrastim; Breast cancer; Febrile neutropenia; Neutropenia; Chemotherapy; Internal medicine; Cancer; Pharmacy; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003480529,0.0002084394,0.0002837873,0.0004018299,0.0005893057,0.0006241266,0.0003182379,0.0003778693,0.001715069],"category_scores_gemma":[0.001985971,0.0002662021,0.0003283804,0.000581747,0.0003570338,0.000376172,0.0004522219,0.0004375717,0.0003083957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478477,"about_ca_system_score_gemma":0.0007784297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00383791,"about_ca_topic_score_gemma":0.005612051,"domain_scores_codex":[0.9996126,0.0001140396,0.00004675876,0.00005632894,0.00006236188,0.0001080243],"domain_scores_gemma":[0.9987046,0.0002612647,0.0004925668,0.00004311199,0.00007603903,0.0004223966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005034538,0.0006065667,0.9765593,0.00008108925,0.00005413957,0.004811459,0.001752139,0.0001459137,0.001092847,0.00003713605,0.0003964429,0.01395959],"study_design_scores_gemma":[0.0001437793,0.004670127,0.9521264,0.00008887141,0.00008980947,0.03391951,0.005165591,0.0006765666,0.001027771,0.00006778502,0.001972839,0.00005102512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994577,0.0002250414,0.00003458238,0.00003883255,0.000004316365,0.00001172442,0.00002350468,0.000002022133,0.0002023451],"genre_scores_gemma":[0.9993722,0.0003396384,0.00007345472,0.0000550783,0.00001094611,0.000007367821,0.00004046266,0.000001811573,0.00009910776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00383791,"threshold_uncertainty_score":0.007631123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204023808695439,"score_gpt":0.3787688562312066,"score_spread":0.2583664753616627,"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."}}