{"id":"W2403089106","doi":"","title":"LigaSure versus conventional hemostasis in thyroid surgery: prospective randomized controlled trial.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Gynecology; Surgery","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":[0.005242154,0.0003163098,0.002647735,0.0004232068,0.00007487369,0.00005149927,0.00009989847,0.0002548622,0.0001848754],"category_scores_gemma":[0.00757901,0.00023887,0.001176535,0.0004483661,0.000237079,0.0001379605,0.00003049089,0.0006673604,0.00005784359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008561033,"about_ca_system_score_gemma":0.0003141289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003124821,"about_ca_topic_score_gemma":0.00006221513,"domain_scores_codex":[0.9969008,0.0003682094,0.001028945,0.000471873,0.0005699268,0.0006602491],"domain_scores_gemma":[0.994548,0.004205858,0.0003264833,0.0003834876,0.0002088741,0.0003272899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9841967,0.0005335262,0.00467758,0.00001303079,0.0004562645,0.00007623641,0.00006396749,5.673108e-7,0.000256505,0.0009640036,0.006979492,0.001782153],"study_design_scores_gemma":[0.9686455,0.00005799664,0.02729857,0.00001173663,0.0002553494,0.00002390944,0.00003991035,0.00002217053,0.0007887136,0.0002591959,0.002354509,0.0002424549],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582017,0.00129816,0.000009411418,0.00209673,0.00483779,0.01296548,0.00001495613,0.000138125,0.02043764],"genre_scores_gemma":[0.9783675,0.0001251038,0.00005260596,0.0002494639,0.0008396968,0.01733566,0.00005076805,0.00003904171,0.002940169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02262099,"threshold_uncertainty_score":0.9740835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315193242065605,"score_gpt":0.2563190126805113,"score_spread":0.2331670802598553,"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."}}