{"id":"W2591142941","doi":"10.1200/jco.2016.34.7_suppl.220","title":"Improving anti-emetics in chemotherapy induced nausea and vomiting.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nausea and vomiting management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Concordance; Chemotherapy-induced nausea and vomiting; Chemotherapy; Nausea; Vomiting; Guideline; Internal medicine; Oncology; Antiemetic; Pathology","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":[0.004036472,0.00009395259,0.0009230697,0.0001666156,0.00001747287,0.000007223472,0.00009296112,0.0002422101,0.00004361795],"category_scores_gemma":[0.004778636,0.00005439739,0.0001511911,0.00009575844,0.0001031319,0.00007922519,0.00005370978,0.0004907969,0.000005873533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008443666,"about_ca_system_score_gemma":0.0003790741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000894152,"about_ca_topic_score_gemma":0.00001108722,"domain_scores_codex":[0.9976918,0.0001895415,0.001562325,0.0001498645,0.0002019992,0.0002045086],"domain_scores_gemma":[0.996793,0.001685657,0.001015243,0.0001272718,0.000163648,0.0002152259],"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":[0.0008734044,0.0005147575,0.3742781,0.00002928729,0.00009983481,0.0003593277,0.00003620251,1.011107e-7,0.007601229,0.0001253406,0.000586409,0.615496],"study_design_scores_gemma":[0.02135659,0.006766954,0.9464566,0.0002775697,0.0001277753,0.0001695066,0.00007351445,0.00004768161,0.001553957,0.0003865997,0.02267936,0.0001038513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782478,0.00009523304,0.0002740163,0.01948844,0.0004804789,0.0001240744,3.283549e-7,0.000007382054,0.001282281],"genre_scores_gemma":[0.9919224,0.0006329114,0.003370837,0.002989778,0.0008785201,8.446327e-7,9.398265e-8,0.00001382389,0.0001907694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6153921,"threshold_uncertainty_score":0.5720819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139931951763744,"score_gpt":0.4727815916275145,"score_spread":0.3328496398637706,"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."}}