{"id":"W2008338332","doi":"10.1007/s00520-013-1759-x","title":"International radiation oncology trainee decision making in the management of radiotherapy-induced nausea and vomiting","year":2013,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Nausea and vomiting management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Nausea; Medicine; Vomiting; Guideline; Radiation therapy; Risk assessment; Internal medicine; Family medicine; Oncology; Pathology","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":[0.005579166,0.0002065739,0.000266622,0.0005917955,0.001051512,0.001645074,0.0005702043,0.0006721664,0.006502085],"category_scores_gemma":[0.02603618,0.0001481133,0.0003921081,0.00029102,0.0004142452,0.001026252,0.001497287,0.001986984,0.0005424334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492955,"about_ca_system_score_gemma":0.003771696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00472471,"about_ca_topic_score_gemma":0.009170298,"domain_scores_codex":[0.9974221,0.001857447,0.000152913,0.00007750186,0.000209036,0.0002810123],"domain_scores_gemma":[0.9939469,0.003183597,0.0005854744,0.0001077042,0.0007185892,0.001457687],"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":[0.00132718,0.001343787,0.2834308,0.00038489,0.000283015,0.001829571,0.006838274,0.005704254,0.0006123103,0.002165039,0.05217976,0.6439011],"study_design_scores_gemma":[0.001211569,0.005528998,0.6212376,0.006164724,0.0007812463,0.01306554,0.06010176,0.06143134,0.00369475,0.02645967,0.1997858,0.0005369355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8242699,0.009400139,0.01253039,0.06827389,0.001616093,0.000574648,0.000270112,0.0001817449,0.08288305],"genre_scores_gemma":[0.9806415,0.003646526,0.01009126,0.002582425,0.0004017594,0.000114058,0.0001479706,0.00002518858,0.002349294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006502085,"threshold_uncertainty_score":0.02950579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704547962656636,"score_gpt":0.3873082699082859,"score_spread":0.3602627902817195,"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."}}