{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007003838,0.0001671525,0.0004487404,0.0001160385,0.00005880026,0.000009908427,0.00005463516,0.00009355432,0.0003206244],"category_scores_gemma":[0.00006010944,0.0001331105,0.00004953509,0.0002146537,0.000120276,0.0002683629,0.0000570351,0.0002113721,0.000002733937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639516,"about_ca_system_score_gemma":0.0001481417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002282394,"about_ca_topic_score_gemma":0.0003667673,"domain_scores_codex":[0.998784,0.00007870423,0.0003708642,0.0002388929,0.0001499704,0.0003775822],"domain_scores_gemma":[0.9991713,0.0001639953,0.000187187,0.0001378976,0.0001661847,0.0001734701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005439397,0.001031562,0.856959,0.00007974472,0.00001720974,0.00000292477,0.003341652,0.000004133052,0.005573576,0.000003131522,0.0001623492,0.1322808],"study_design_scores_gemma":[0.003448952,0.0003555886,0.9866877,0.0004168034,0.00004873009,0.00002635472,0.0002555842,0.0001058454,0.001483697,0.000001097654,0.007024463,0.0001451849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970137,0.001014679,0.00001135721,0.0001916049,0.001118197,0.0005213906,0.00004942702,0.00002392258,0.00005564522],"genre_scores_gemma":[0.9988322,0.0006577513,0.000092132,0.0001372425,0.0001517456,0.00005857013,0.0000101753,0.00002008804,0.0000401483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321356,"threshold_uncertainty_score":0.5428087,"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."}}