{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003637338,0.001504855,0.005012162,0.0007688463,0.0005264605,0.001700956,0.001469054,0.003201753,0.01168834],"category_scores_gemma":[0.004018843,0.001065963,0.002921199,0.0008460879,0.002039377,0.001742571,0.0007221018,0.003353304,0.001170942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150418,"about_ca_system_score_gemma":0.001876778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268015,"about_ca_topic_score_gemma":0.001915171,"domain_scores_codex":[0.9973887,0.001389586,0.00027108,0.0003879931,0.0002403749,0.0003222331],"domain_scores_gemma":[0.9971591,0.001226437,0.0007529431,0.0001890598,0.0001319847,0.0005405163],"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":[0.9919474,0.00289716,0.0003711296,0.0005800012,0.0004529456,0.00001677783,0.00001526826,0.00005321007,0.0002227411,0.00004493567,0.0001545826,0.003243869],"study_design_scores_gemma":[0.9602857,0.03785047,0.0009098735,0.00005605079,0.0003976572,0.00001286945,0.00001790053,0.0001727512,0.00007237059,0.00006476254,0.0001521988,0.000007492135],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756892,0.0128605,0.000755257,0.0009978666,0.001566851,0.005249745,0.0009527428,0.0001155789,0.001812296],"genre_scores_gemma":[0.9753554,0.005074739,0.001925805,0.001757802,0.00176469,0.0103677,0.0006878675,0.00002228635,0.003043756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168834,"threshold_uncertainty_score":0.03910142,"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."}}