{"id":"W3161673538","doi":"10.2147/cmar.s307713","title":"A Community Hospital-Based Study: A Prespecified Neutrophil Count with Adjuvant mFOLFOX6 Associated with Increased Delays, Increased G-CSF Use, and Reduced Dose Intensity","year":2021,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Augmentium Pharma Consulting (Canada); The Scarborough Hospital","funders":"","keywords":"Medicine; Chemotherapy; Granulocyte colony-stimulating factor; Colorectal cancer; Internal medicine; Absolute neutrophil count; Adjuvant; Adjuvant chemotherapy; Gastroenterology; Cancer; Surgery; Neutropenia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009695452,0.0002824767,0.0005445419,0.0002929904,0.0008432976,0.000290824,0.0001469396,0.0000841401,0.00008579316],"category_scores_gemma":[0.0001229334,0.0002070777,0.00004515781,0.00110534,0.0004201588,0.0002005946,0.0003264624,0.001019163,0.000002248727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129251,"about_ca_system_score_gemma":0.0004964586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006833242,"about_ca_topic_score_gemma":0.005015096,"domain_scores_codex":[0.997031,0.0007561953,0.0002544244,0.0005829579,0.0008319181,0.0005435066],"domain_scores_gemma":[0.9972318,0.0002538395,0.0000911987,0.0007299448,0.001329819,0.000363352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01220392,0.005465938,0.9612119,0.0006720492,0.002793752,0.003473122,0.001594319,0.00004309617,0.003086203,0.0002092118,0.006917751,0.002328789],"study_design_scores_gemma":[0.01193325,0.00305368,0.9768852,0.0007408762,0.0006190337,0.00002251486,0.003260732,0.0001157932,0.0007028264,0.00002846991,0.002347427,0.0002901938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941996,0.0005703472,0.00001577596,0.00160121,0.00005791524,0.002205963,0.00003908083,0.00008857458,0.001221514],"genre_scores_gemma":[0.9968735,0.0005267479,0.00007986337,0.0004936787,0.00006573169,0.0006166685,0.00009128164,0.0000496342,0.001202879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567335,"threshold_uncertainty_score":0.9997804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231561687394603,"score_gpt":0.3419840502571773,"score_spread":0.2596684333832312,"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."}}