{"id":"W2943618746","doi":"10.1136/sbmj.0705211a","title":"A revolution for nausea","year":2007,"lang":"en","type":"article","venue":"BMJ","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Checklist; Medicine; Nausea; Diphenhydramine; Anesthesia; Intensive care medicine; General surgery; Psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006818809,0.0008854711,0.0006747539,0.001505001,0.002373565,0.004639619,0.001461956,0.006364584,0.0706165],"category_scores_gemma":[0.03299937,0.0003679866,0.001420561,0.0007121429,0.007884517,0.009709825,0.005681326,0.01763598,0.02960618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198141,"about_ca_system_score_gemma":0.004945022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820055,"about_ca_topic_score_gemma":0.00409845,"domain_scores_codex":[0.9961154,0.001257961,0.0002456678,0.0006535475,0.001281799,0.0004456163],"domain_scores_gemma":[0.9819698,0.00656994,0.0007657553,0.002768032,0.003449904,0.004476556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001835047,0.0001223793,0.000760365,0.0005698761,0.00004140351,0.0001880534,0.0005300673,0.00009516738,0.0004014714,0.07461946,0.6746231,0.2478651],"study_design_scores_gemma":[0.00005587658,0.0000752263,0.0007856692,0.000617863,0.00001320573,0.0003386129,0.0002603998,0.00002618855,0.0001089627,0.0168567,0.9808414,0.00001994487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001811451,0.0875985,0.003299696,0.7783209,0.04184084,0.00004842757,0.000326562,0.0006028144,0.08615087],"genre_scores_gemma":[0.04116625,0.107153,0.008464619,0.6735402,0.05374632,0.0002651774,0.0005156497,0.0007263488,0.1144225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0706165,"threshold_uncertainty_score":0.2362357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847359039494712,"score_gpt":0.3510919924140721,"score_spread":0.322618402019125,"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."}}