{"id":"W2608252148","doi":"10.21037/apm.2017.03.05","title":"Managing chemotherapy-induced nausea and vomiting in head and neck cancer patients receiving cisplatin chemotherapy with concurrent radiation","year":2017,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Nausea and vomiting management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Nausea; Chemotherapy-induced nausea and vomiting; Vomiting; Head and neck cancer; Antiemetic; Chemotherapy; Cohort; Internal medicine; Cancer; Anesthesia; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004644727,0.000215112,0.0005363257,0.0001741813,0.0001392174,0.0000258317,0.00008700867,0.00005362655,0.00003399457],"category_scores_gemma":[0.0003148597,0.0001611846,0.00002208197,0.0001275492,0.0001872301,0.0001543805,0.00004132792,0.00017971,4.519993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003967643,"about_ca_system_score_gemma":0.00003061091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006284556,"about_ca_topic_score_gemma":0.0002210774,"domain_scores_codex":[0.9986451,0.00004003006,0.0003761729,0.0003423112,0.0003232005,0.0002732211],"domain_scores_gemma":[0.9987877,0.0001134226,0.0005257998,0.0002322991,0.0002190724,0.0001216759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003073348,0.00008766987,0.8330105,0.0002819977,0.0001209672,0.000006740614,0.002161171,0.000001145641,0.0008254123,0.00009857927,0.0001897511,0.1629087],"study_design_scores_gemma":[0.01208894,0.001026121,0.9782089,0.003612718,0.00004842107,5.119418e-7,0.0002400605,0.0006831538,0.003459741,0.0001152406,0.0003639338,0.0001522533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794305,0.0008810848,0.00007782247,0.0175274,0.00008027248,0.0006339641,0.000003264742,0.0000161465,0.00134955],"genre_scores_gemma":[0.9930201,0.005078511,0.0001457611,0.001425336,0.0001676416,0.00002438327,0.00001161616,0.0000269709,0.00009964962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1627565,"threshold_uncertainty_score":0.6572916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0827804220524254,"score_gpt":0.3979634453666861,"score_spread":0.3151830233142607,"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."}}