{"id":"W1992733740","doi":"10.1046/j.1524-4725.2000.026010904.x","title":"The History of Electrosurgery","year":2000,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Electrosurgery; Medicine; Surgery; Computer science","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":[0.0006402751,0.0001776783,0.0006113724,0.0001193644,0.00008607485,0.000005240322,0.0000948679,0.0001265516,0.0008074002],"category_scores_gemma":[0.0002695109,0.0001149614,0.0004324766,0.0002282374,0.0003050436,0.00006433355,0.00001255729,0.0002068108,0.0002556443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050581,"about_ca_system_score_gemma":0.0005327432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001221061,"about_ca_topic_score_gemma":0.000001194636,"domain_scores_codex":[0.9982719,0.000155084,0.0006126891,0.0002175575,0.0002827183,0.0004600097],"domain_scores_gemma":[0.9968799,0.002277822,0.000149328,0.0004948611,0.00007334207,0.0001247482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003377386,0.0001125822,0.1081511,0.00003130806,0.00006564106,0.0002495289,0.00007552195,0.000001308717,0.001654666,0.0001697682,0.8717131,0.01743772],"study_design_scores_gemma":[0.0001663455,0.00001972939,0.04679731,0.0000311199,0.00003445981,0.001137729,0.00003599335,0.00003877794,0.002254117,0.0001099938,0.9492111,0.0001633779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118422,0.02899133,0.000005803026,0.001723824,0.00118094,0.0001408606,0.000002521539,0.0001437005,0.05596888],"genre_scores_gemma":[0.976088,0.003378446,0.00002170648,0.002311689,0.00009985421,0.00002669316,0.00001875972,0.00002123336,0.01803359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07749791,"threshold_uncertainty_score":0.8840466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275711515451606,"score_gpt":0.2268384424606772,"score_spread":0.2040813273061612,"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."}}