{"id":"W2517712512","doi":"10.1002/14651858.cd012033.pub4","title":"Perioperative intravenous ketamine for acute postoperative pain in adults","year":2018,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Treatment of Major Depression","field":"Medicine","cited_by":370,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; Evidence Synthesis Programme; National Institute for Health and Care Research","keywords":"Medicine; Ketamine; Analgesic; Anesthesia; Perioperative; Placebo; Adverse effect; Clinical trial; Nausea; Morphine; Postoperative nausea and vomiting; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005646878,0.001127626,0.01373242,0.000494619,0.00007878921,0.00003261809,0.0005214707,0.000359269,0.000152606],"category_scores_gemma":[0.006565689,0.000641602,0.001282979,0.0005534574,0.0001648837,0.0001851181,0.0001492967,0.0003761975,0.0002600366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553158,"about_ca_system_score_gemma":0.0004287693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002331854,"about_ca_topic_score_gemma":0.00003106898,"domain_scores_codex":[0.9904876,0.002709486,0.004682266,0.001054146,0.0005908636,0.0004756185],"domain_scores_gemma":[0.9928569,0.001621757,0.002476293,0.002313721,0.0005038157,0.0002275008],"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":[0.0001145615,0.0004360728,8.23507e-7,0.9161889,0.000690139,0.0001268587,0.0004879253,1.493152e-8,0.00001052975,0.00003722,0.001939359,0.07996762],"study_design_scores_gemma":[0.002027254,0.001599698,6.150971e-7,0.8628219,0.007728356,0.0004035894,0.00009659486,0.00003651635,0.00001436545,7.903026e-7,0.1248478,0.0004224578],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001285978,0.9559211,0.0005555404,0.00003537155,0.0002325766,0.04132224,0.001702906,0.00003193434,0.0001855124],"genre_scores_gemma":[0.000002638381,0.976005,0.006772962,0.00006641878,0.000199132,0.009420744,0.00664923,0.0001268247,0.0007570133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1229085,"threshold_uncertainty_score":0.9996035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891382330655945,"score_gpt":0.3987613216744927,"score_spread":0.3198474983679333,"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."}}