{"id":"W2761207563","doi":"10.1002/14651858.cd012212","title":"Supplemental perioperative intravenous crystalloids for postoperative nausea and vomiting","year":2016,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Nausea and vomiting management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Vomiting; Medicine; Nausea; Anesthesia; Perioperative; Postoperative nausea and vomiting","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":[0.002158555,0.0002682754,0.001529292,0.0001076811,0.0001107959,0.00002978332,0.0001268173,0.0000402556,0.000219182],"category_scores_gemma":[0.002143369,0.0001439138,0.000163579,0.0001039968,0.0001184066,0.0001825629,0.0001025334,0.00006083915,0.00002598928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007576018,"about_ca_system_score_gemma":0.00005082732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001208471,"about_ca_topic_score_gemma":0.00001129445,"domain_scores_codex":[0.9975252,0.0002635182,0.00128455,0.0003772708,0.0002814388,0.0002680939],"domain_scores_gemma":[0.9980129,0.0005762716,0.0004591326,0.0005745931,0.0002383648,0.0001387633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002478705,0.0002752985,0.0005946849,0.7356142,0.0004119634,0.00003992645,0.001838801,7.92893e-8,0.2472559,0.007773933,0.004081754,0.001865546],"study_design_scores_gemma":[0.01717389,0.003137392,0.000722811,0.9233572,0.002844223,0.0006173022,0.005182332,0.000258809,0.03399683,0.00005013923,0.01163732,0.001021689],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381223,0.1734845,0.08713574,0.007634674,0.0007855617,0.08239701,0.005507533,0.0002246919,0.004707913],"genre_scores_gemma":[0.9454089,0.02744753,0.02113869,0.0006392242,0.0002463525,0.002189004,0.0005730976,0.00007728974,0.002279888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3072866,"threshold_uncertainty_score":0.5868633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952313765416498,"score_gpt":0.349550782405083,"score_spread":0.290027644750918,"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."}}