{"id":"W4298147379","doi":"10.1200/jco.2022.40.28_suppl.408","title":"An exploratory comparative effectiveness analysis of febrile neutropenia incidence among patients with cancer receiving granulocyte colony stimulating factors.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Pegfilgrastim; Filgrastim; Medicine; Febrile neutropenia; Internal medicine; Oncology; Neutropenia; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02898025,0.001274956,0.002094981,0.002879638,0.0002724467,0.001034821,0.001288247,0.001181334,0.006499098],"category_scores_gemma":[0.04390951,0.000430139,0.008875595,0.001961733,0.00100147,0.001601795,0.001247573,0.00124233,0.0003182331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393615,"about_ca_system_score_gemma":0.001294354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007388195,"about_ca_topic_score_gemma":0.0008516232,"domain_scores_codex":[0.9479154,0.04325809,0.002649898,0.001791473,0.003531661,0.0008534521],"domain_scores_gemma":[0.9577047,0.02978239,0.0085941,0.001583052,0.001447577,0.0008882746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.6259038,0.01261571,0.1136096,0.01633153,0.1070062,0.0005547518,0.0007898808,0.01215021,0.003426903,0.004898482,0.001973344,0.1007396],"study_design_scores_gemma":[0.1170873,0.6029682,0.182355,0.001567037,0.06114887,0.001214478,0.001188263,0.01512586,0.004221098,0.00356952,0.009307357,0.0002470436],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643382,0.01307832,0.005620384,0.0003395019,0.000211133,0.007317358,0.004447364,0.00005515138,0.00459254],"genre_scores_gemma":[0.9900087,0.0009792191,0.004579139,0.0001970499,0.0001083756,0.002399545,0.001354643,0.000009791742,0.0003635318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02898025,"threshold_uncertainty_score":0.153264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064224285459139,"score_gpt":0.4607997849198348,"score_spread":0.3543773563739209,"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."}}