{"id":"W3011122216","doi":"10.1200/jco.2012.30.15_suppl.e19541","title":"Review of practice patterns of primary granulocyte-colony stimulating factor prophylaxis and impact on febrile neutropenia rate and chemotherapy delivery in patients with early breast cancer treated with modern adjuvant chemotherapy.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Febrile neutropenia; Pegfilgrastim; Internal medicine; Taxane; Regimen; Filgrastim; Granulocyte colony-stimulating factor; Neutropenia; Breast cancer; Chemotherapy; Anthracycline; Chemotherapy regimen; Surgery; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003070224,0.000335697,0.001523706,0.00688987,0.0002537929,0.001032131,0.0008359003,0.0006589611,0.001119167],"category_scores_gemma":[0.01942405,0.000491798,0.001367275,0.01338148,0.0004050497,0.001144159,0.0004420532,0.000352998,0.0001770298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082198,"about_ca_system_score_gemma":0.006561735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514035,"about_ca_topic_score_gemma":0.03863157,"domain_scores_codex":[0.9962401,0.0007740207,0.001962249,0.0003359688,0.0006045495,0.00008308978],"domain_scores_gemma":[0.9693165,0.01740038,0.009035143,0.0002618203,0.0036026,0.0003836314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003512741,0.00004706602,0.0539735,0.3552425,0.002890655,0.0006394105,0.001370054,0.0003712162,0.0006775375,0.0003819417,0.01596187,0.568093],"study_design_scores_gemma":[0.0001641193,0.0006518704,0.2786727,0.5379673,0.01484211,0.007641347,0.002983327,0.0003706701,0.0006824039,0.0002656879,0.1556549,0.0001036316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007445339,0.9906645,0.00008401743,0.0004779029,0.00009830805,0.00003873482,0.0005743154,0.000007786651,0.0006090287],"genre_scores_gemma":[0.03550464,0.9628264,0.0004541319,0.0004990418,0.0000730727,0.0000573523,0.0004815141,0.000005085613,0.00009875596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01514035,"threshold_uncertainty_score":0.03010446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558572853380326,"score_gpt":0.3878065697783872,"score_spread":0.3522208412445839,"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."}}