{"id":"W2031663738","doi":"10.1155/2010/396079","title":"Harmonic Scalpel Compared to Conventional Hemostasis in Thyroid Surgery: A Meta-Analysis of Randomized Clinical Trials","year":2010,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Hemostasis; Medicine; Randomized controlled trial; Harmonic scalpel; Meta-analysis; Surgery; MEDLINE; Blood loss; Internal medicine","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":[0.01167058,0.001528002,0.009143073,0.00160522,0.0003446629,0.0017554,0.001310775,0.001979777,0.004174958],"category_scores_gemma":[0.0309528,0.0009482829,0.01870302,0.002225945,0.0006805265,0.001047807,0.0005404457,0.002058533,0.0002325589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160634,"about_ca_system_score_gemma":0.001067822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357334,"about_ca_topic_score_gemma":0.00295019,"domain_scores_codex":[0.9898623,0.006547905,0.00162358,0.001050563,0.0006882442,0.0002273397],"domain_scores_gemma":[0.969585,0.02483278,0.003973974,0.0006337718,0.0006008413,0.000373658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1246303,0.00020069,0.0104284,0.09292158,0.7498408,0.0002232747,0.00007390086,0.001010904,0.0004838776,0.0001814096,0.0007826625,0.01922215],"study_design_scores_gemma":[0.04624584,0.004458672,0.008989196,0.003992789,0.9337317,0.0001594091,0.0000465752,0.0006155459,0.000302187,0.0003579843,0.001071964,0.00002812579],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1380149,0.8544403,0.002353642,0.001026881,0.0009524831,0.0008962217,0.001110618,0.00008895607,0.001115951],"genre_scores_gemma":[0.8273135,0.1649087,0.003267265,0.001242043,0.0006969196,0.00134201,0.0006636868,0.00003959345,0.0005262243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01167058,"threshold_uncertainty_score":0.06172061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239664020890039,"score_gpt":0.4900884302955651,"score_spread":0.2504244094055261,"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."}}