{"id":"W4313198334","doi":"10.14740/wjon1530","title":"Advanced Stage Is a Risk for Severe Neutropenia in Breast Cancer Patients Undergoing Neoadjuvant Adriamycin/Cyclophosphamide/Docetaxel Chemotherapy","year":2022,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pegfilgrastim; Medicine; Neutropenia; Febrile neutropenia; Docetaxel; Internal medicine; Chemotherapy; Univariate analysis; Filgrastim; Breast cancer; Cyclophosphamide; Oncology; Surgery; Cancer; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003629773,0.0002002595,0.0007153364,0.0003943875,0.0002418023,0.00001354813,0.0001933493,0.00005215547,0.003022179],"category_scores_gemma":[0.00002728898,0.0001795202,0.0002534378,0.0005665942,0.00004877193,0.0001649109,0.00007103845,0.000815423,0.000003454822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677569,"about_ca_system_score_gemma":0.001192034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519732,"about_ca_topic_score_gemma":0.001228838,"domain_scores_codex":[0.9981571,0.0001429053,0.0007422845,0.0002571667,0.0003083606,0.0003921963],"domain_scores_gemma":[0.9982771,0.0002122785,0.0008849578,0.0001805235,0.0002713386,0.0001738587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0151098,0.002006164,0.7688334,0.0001084096,0.0004532211,0.0002103587,0.001274996,0.005723025,0.001902239,0.0001375279,0.02461294,0.1796279],"study_design_scores_gemma":[0.0357613,0.004269617,0.4216686,0.0001490914,0.0002421856,0.0005438034,0.0005351638,0.00006565463,0.0003181763,0.0002063925,0.5359817,0.0002582917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844269,0.0009802466,0.00005578912,0.01016862,0.001739692,0.0008202256,0.0003045595,0.00001599,0.001487945],"genre_scores_gemma":[0.9870778,0.002195293,0.0008258838,0.00596233,0.0003375449,0.0001621634,0.0000066985,0.00005474154,0.003377536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5113688,"threshold_uncertainty_score":0.9978892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132563953558315,"score_gpt":0.3063599065150286,"score_spread":0.2950342669794455,"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."}}