{"id":"W1995142132","doi":"10.1007/s00520-015-2671-3","title":"Does routine symptom screening with ESAS decrease ED visits in breast cancer patients undergoing adjuvant chemotherapy?","year":2015,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Cancer Care Ontario; McMaster University; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Public Health Ontario","funders":"Institute for Clinical Evaluative Sciences; Ontario Institute for Cancer Research","keywords":"Medicine; Emergency department; Breast cancer; Cancer; Nursing research; Cohort; Population; Retrospective cohort study; Emergency medicine; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002330146,0.0003754751,0.0006268705,0.0002308974,0.00005458834,0.00003565002,0.000164686,0.0001415192,0.0004815725],"category_scores_gemma":[0.0001192581,0.0002483147,0.00008565424,0.0006419956,0.00009201245,0.0004246319,0.00007203659,0.0003783451,0.000006204034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936045,"about_ca_system_score_gemma":0.002004837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01421437,"about_ca_topic_score_gemma":0.0311088,"domain_scores_codex":[0.9972525,0.00007175477,0.0005272356,0.0006617765,0.0007759544,0.0007107332],"domain_scores_gemma":[0.9980073,0.00005817277,0.0002440947,0.0002863929,0.0008753185,0.0005287394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003298935,0.0001013217,0.9703279,0.0001113043,0.00007319295,0.0002191086,0.003348334,0.0003974831,0.00002350146,0.000006285128,0.0007700245,0.02132259],"study_design_scores_gemma":[0.01190344,0.0005841436,0.9712693,0.003962395,0.00009572551,0.00001986754,0.009807383,0.0001680325,0.0008286227,0.0000190155,0.0008797518,0.0004622921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929824,0.002814992,0.00005073515,0.001956315,0.0003060182,0.0007683617,0.0002196709,0.00005974129,0.0008417942],"genre_scores_gemma":[0.9955924,0.0005978469,0.0003571608,0.002656066,0.0002801963,0.0002263897,0.0001081551,0.00006307427,0.0001187582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208603,"threshold_uncertainty_score":0.9999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636077442213646,"score_gpt":0.3292264352189642,"score_spread":0.3028656607968277,"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."}}