{"id":"W3128939736","doi":"10.1016/j.ygyno.2021.01.014","title":"A pneumococcal pneumonia and influenza vaccination quality improvement program for women receiving chemotherapy for gynecologic cancers at a major tertiary cancer Centre","year":2021,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Juravinski Cancer Centre; Juravinski Hospital; McMaster University","funders":"Pfizer Canada; AstraZeneca Canada","keywords":"Medicine; Pneumococcal vaccination; Chemotherapy; Pneumonia; Vaccination; Pneumococcal pneumonia; Internal medicine; Oncology; Cervical cancer; Cancer; Immunology; Streptococcus pneumoniae; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001715357,0.0002970228,0.0003614413,0.0004758486,0.003753986,0.001497948,0.001392839,0.0008839512,0.004453679],"category_scores_gemma":[0.004312703,0.0004845012,0.0005175057,0.000790668,0.0005604904,0.0007503726,0.002735629,0.001676243,0.0002813997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008680145,"about_ca_system_score_gemma":0.03138934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0920776,"about_ca_topic_score_gemma":0.2158693,"domain_scores_codex":[0.9979988,0.0005016391,0.0001463803,0.0002505897,0.0002758576,0.0008267653],"domain_scores_gemma":[0.9904379,0.0004314135,0.0008746674,0.000192376,0.0007182566,0.00734538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001838887,0.02127637,0.8431034,0.0003530748,0.0002349226,0.001442171,0.003739748,0.000886132,0.003881707,0.0002700306,0.01500513,0.1079686],"study_design_scores_gemma":[0.0009707857,0.004961744,0.9839117,0.0001322922,0.00008882087,0.0002279111,0.005339106,0.001107619,0.0004431562,0.00007793884,0.002708137,0.00003083262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903414,0.0001882029,0.0002335147,0.005287147,0.00007688162,0.001187201,0.0003841534,0.00006551752,0.002235942],"genre_scores_gemma":[0.9924698,0.0002974212,0.001904904,0.003086545,0.00008727155,0.0005424916,0.0004905799,0.00001164389,0.001109254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0920776,"threshold_uncertainty_score":0.1830833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816092488588417,"score_gpt":0.4124796025188538,"score_spread":0.3743186776329696,"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."}}