{"id":"W3130516758","doi":"10.1158/1538-7445.sabcs20-pd12-01","title":"Abstract PD12-01: Evaluation of sleep problems and their association with febrile neutropenia, leucopenia and infections in women receiving adjuvant chemotherapy for breast cancer in the Canadian Cancer Trials Group MA.21 trial","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; Dalhousie University; Université Laval","funders":"","keywords":"Medicine; Leukopenia; Breast cancer; Internal medicine; Febrile neutropenia; Neutropenia; Cancer; Chemotherapy; Clinical endpoint; Sleep disorder; Oncology; Clinical trial; Insomnia; Psychiatry","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":[0.008461031,0.0001837004,0.0006301601,0.0003736881,0.0003099654,0.0001341029,0.00009922866,0.0001544608,0.0008388002],"category_scores_gemma":[0.0003415864,0.0001274929,0.00006091729,0.001068246,0.0001118798,0.0002213807,0.00002675192,0.0005865657,6.403233e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003969982,"about_ca_system_score_gemma":0.003921055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2730826,"about_ca_topic_score_gemma":0.8872555,"domain_scores_codex":[0.9969401,0.0008091389,0.0005130859,0.000454525,0.0006784641,0.0006046338],"domain_scores_gemma":[0.9977779,0.0006600083,0.0002177624,0.0002524241,0.0009139878,0.0001778579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0247725,0.0008023097,0.385479,0.0008766198,0.0009136401,0.00001399714,0.01769178,0.002207229,0.0757379,0.0001535083,0.002424205,0.4889273],"study_design_scores_gemma":[0.06218039,0.0006553102,0.9212276,0.001101719,0.00016679,0.00003032851,0.002202737,0.0004761713,0.003279755,0.0003039363,0.008092697,0.0002825406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815339,0.003086576,0.000004524145,0.009988624,0.0002242013,0.004385631,0.0003768082,0.000008469176,0.0003912759],"genre_scores_gemma":[0.9856336,0.004157254,0.000009836571,0.0002479676,0.0004406335,0.009301831,0.00001899953,0.0000363023,0.0001536511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.614173,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110453668834985,"score_gpt":0.4118084011459782,"score_spread":0.3007630342624796,"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."}}