{"id":"W4311613428","doi":"10.3390/cancers14246197","title":"Real-World Use of Granulocyte-Colony Stimulating Factor in Patients with Breast Cancer from Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex (Canada); University of Calgary; University of Alberta","funders":"","keywords":"Filgrastim; Medicine; Granulocyte colony-stimulating factor; Pegfilgrastim; Breast cancer; Neutropenia; Internal medicine; Chemotherapy; Oncology; Biosimilar; Cancer; Surgery","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":[0.0006129903,0.0002604739,0.0003020597,0.001501776,0.001200673,0.001230837,0.0009878569,0.0003653085,0.001433273],"category_scores_gemma":[0.00228428,0.0002281396,0.0003213033,0.004733528,0.0004777277,0.0002632993,0.0005594005,0.0005251672,0.0001871071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02311032,"about_ca_system_score_gemma":0.02478267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848377,"about_ca_topic_score_gemma":0.9882477,"domain_scores_codex":[0.9989879,0.00008312584,0.00008556349,0.0001210312,0.0004542886,0.0002681481],"domain_scores_gemma":[0.9974432,0.0002130878,0.0007332682,0.00007264161,0.001049985,0.0004878977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007279371,0.00001797705,0.9952494,0.00004850439,0.00003020568,0.000141921,0.0002475818,0.0001153191,0.00009228018,0.00004459642,0.0009837128,0.002955735],"study_design_scores_gemma":[0.000008178848,0.00002667604,0.997095,0.00005597779,0.00003041217,0.0001822836,0.0009047342,0.0003027741,0.00006746668,0.00001587803,0.001299565,0.00001110604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816087,0.002200484,0.0001272526,0.0007010127,0.00002027155,0.00005726359,0.01226566,0.00001934277,0.003000029],"genre_scores_gemma":[0.9952734,0.0009758465,0.00021162,0.0001834334,0.00001287638,0.00001462416,0.002919184,0.000003949772,0.0004050471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311032,"threshold_uncertainty_score":0.1676779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560005222898922,"score_gpt":0.25120231826838,"score_spread":0.2356022660393907,"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."}}