{"id":"W4234301760","doi":"10.2310/7070.2001.20932","title":"Endoscopic Thyroidectomy","year":2001,"lang":"it","type":"article","venue":"The Journal of Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroidectomy; Endoscopy; Surgery; General surgery; Thyroid; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640369,0.0005715905,0.0004208835,0.0005248184,0.001268656,0.0005716095,0.0003887928,0.000791283,0.01132096],"category_scores_gemma":[0.0004117601,0.0001829797,0.001216412,0.0004860396,0.0005461209,0.0008457925,0.0007288991,0.001271371,0.003836038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746253,"about_ca_system_score_gemma":0.0007180698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720544,"about_ca_topic_score_gemma":0.004482191,"domain_scores_codex":[0.9998016,0.000006657239,0.00001888782,0.00004788538,0.0000432849,0.00008181382],"domain_scores_gemma":[0.9998719,0.00001789201,0.00001245359,0.00003515863,0.00001104032,0.00005162629],"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":[0.001738291,0.0003194648,0.04313849,0.0003947871,0.0003744616,0.3899386,0.0004466401,0.0008231868,0.1005512,0.003024973,0.01351458,0.4457353],"study_design_scores_gemma":[0.00008805768,0.0004596569,0.05138964,0.00005860047,0.0001667249,0.8653803,0.0001772836,0.0006306766,0.008088472,0.001238447,0.07226937,0.00005273315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037079,0.01647038,0.02300589,0.00783804,0.002655123,0.0002198354,0.001320919,0.001999285,0.2427826],"genre_scores_gemma":[0.9412844,0.004373456,0.006573561,0.003172355,0.001778622,0.00005228045,0.001081399,0.0002070807,0.0414768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132096,"threshold_uncertainty_score":0.03787237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094058947135962,"score_gpt":0.2753922067199724,"score_spread":0.2544516172486128,"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."}}