{"id":"W4412465373","doi":"10.1016/j.gie.2025.02.045","title":"Electrosurgical generators","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003458519,0.0004069469,0.0002496447,0.000636093,0.0004977097,0.0006286423,0.0005913741,0.00060423,0.03071191],"category_scores_gemma":[0.0008107457,0.0002133543,0.0003619153,0.0004704772,0.0003136721,0.0008760723,0.0008461419,0.0008332736,0.007043346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091304,"about_ca_system_score_gemma":0.0002696213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006514983,"about_ca_topic_score_gemma":0.0001492041,"domain_scores_codex":[0.9997457,0.00003075868,0.00001749551,0.00007080959,0.0001064321,0.00002882514],"domain_scores_gemma":[0.9996532,0.0001199046,0.00004540089,0.00007432624,0.00006507372,0.0000420855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009963036,0.0001867723,0.005323586,0.0008465528,0.000147537,0.002750657,0.0002959689,0.002520404,0.2899141,0.04839094,0.02655932,0.6220679],"study_design_scores_gemma":[0.0004436074,0.001559754,0.02123386,0.0002477395,0.0001933259,0.02354785,0.000200629,0.01522791,0.4119157,0.0367603,0.4884655,0.000203685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1186614,0.006162823,0.571988,0.002423183,0.002585695,0.0007703103,0.00122618,0.006635112,0.2895474],"genre_scores_gemma":[0.7320906,0.002555948,0.1432721,0.001534376,0.001318917,0.0003808192,0.0009835522,0.0007807766,0.1170829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03071191,"threshold_uncertainty_score":0.1027416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100445201218947,"score_gpt":0.2809798527929085,"score_spread":0.2709353326710138,"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."}}