{"id":"W2904795052","doi":"10.1002/pbc.27584","title":"Risk factors for chemotherapy‐induced nausea in pediatric patients receiving highly emetogenic chemotherapy","year":2018,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Nausea and vomiting management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; Division of Cancer Prevention, National Cancer Institute","keywords":"Nausea; Medicine; Vomiting; Chemotherapy; Antiemetic; Internal medicine; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004617097,0.0004176204,0.0005865234,0.0005946827,0.0001773458,0.00004258423,0.0002616459,0.0002180288,0.0002417075],"category_scores_gemma":[0.0002934555,0.0003727596,0.0002467423,0.001231401,0.00003436791,0.0001386864,0.00005812473,0.0003233775,0.00002839452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929532,"about_ca_system_score_gemma":0.0002190462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927121,"about_ca_topic_score_gemma":0.0001734062,"domain_scores_codex":[0.9972243,0.00006375003,0.0006455357,0.0007529891,0.0005129244,0.0008004883],"domain_scores_gemma":[0.9983139,0.0002346132,0.0004267904,0.0004895076,0.0003022655,0.000232916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003210268,0.0006563909,0.9853541,0.0002817228,0.0001680012,0.000002047841,0.0007338205,0.000001687359,0.0001592712,0.000005637053,0.003769325,0.008546987],"study_design_scores_gemma":[0.01391363,0.001125415,0.9770492,0.00003217424,0.001375956,5.240445e-7,0.00005284754,0.00005177296,0.002852858,0.0000663121,0.002997537,0.0004817936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953061,0.0008253691,0.00006079,0.0004066817,0.001032778,0.001728328,0.0000479791,0.0001584318,0.0004335777],"genre_scores_gemma":[0.9862468,0.005846531,0.0006218053,0.0007212689,0.00575715,0.0002594547,0.00003196181,0.0001102489,0.0004048141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135926,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953454724818277,"score_gpt":0.2887363960593647,"score_spread":0.2692018488111819,"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."}}