{"id":"W4322775565","doi":"10.1158/1538-7445.sabcs22-p4-03-33","title":"Abstract P4-03-33: A Population-based Analysis of Prophylactic G-CSF Biosimilar and Originator Administration over time among Patients Diagnosed with Breast Cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"F. Ménard (Canada)","funders":"","keywords":"Medicine; Docetaxel; Febrile neutropenia; Internal medicine; Pertuzumab; Cyclophosphamide; Oncology; Biosimilar; Breast cancer; Trastuzumab; Carboplatin; Metastatic breast cancer; Population; Cancer; Neutropenia; Chemotherapy; Cisplatin","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":[0.001250139,0.0002544702,0.0004259609,0.001272302,0.0002677895,0.0006726566,0.0005620648,0.0005491679,0.001845659],"category_scores_gemma":[0.003328119,0.0002952379,0.0008318488,0.002366171,0.0002281516,0.0007372715,0.0005975438,0.00049821,0.0004184118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157794,"about_ca_system_score_gemma":0.0004365499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004630663,"about_ca_topic_score_gemma":0.002730026,"domain_scores_codex":[0.9986383,0.0004111135,0.0001856539,0.000380805,0.0002650273,0.0001190476],"domain_scores_gemma":[0.9973614,0.0005028243,0.001492333,0.0002355701,0.0001959159,0.0002118772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000474018,0.00004517083,0.99795,0.0000211857,0.0001729983,0.00004185678,0.00004488702,0.00005013415,0.0001714979,0.00001140457,0.0001679861,0.0008489728],"study_design_scores_gemma":[0.00006118615,0.0003560194,0.9982125,0.00001176524,0.0001471148,0.0002458413,0.0001728786,0.0003361697,0.00009317121,0.00001665891,0.000340441,0.000006326144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963702,0.0001615819,0.0001218245,0.00002836739,0.000004484381,0.00003306873,0.003014218,0.000004557998,0.0002616667],"genre_scores_gemma":[0.9976104,0.00005842597,0.0001066133,0.0000325183,0.000008072082,0.0000461064,0.002006849,0.000002655843,0.0001283295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004630663,"threshold_uncertainty_score":0.009207428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958841702895987,"score_gpt":0.381008073840617,"score_spread":0.3514196568116571,"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."}}