{"id":"W2976894124","doi":"10.1089/ve.2019.0152","title":"Preoperative Imaging Localization and Intraoperative Indocyanine Green-Enhanced Fluorescence Guidance for Focused Transoral Endoscopic Parathyroidectomy Vestibular Approach","year":2019,"lang":"en","type":"article","venue":"VideoEndocrinology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Indocyanine green; Parathyroidectomy; Dissection (medical); Radiology; Scintigraphy; Vestibular system; Surgery; Parathyroid hormone; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003251936,0.0009135694,0.0005100126,0.001809862,0.0005717392,0.000505563,0.0004754057,0.001443159,0.002886232],"category_scores_gemma":[0.000953073,0.000535611,0.0008183242,0.0004577927,0.0007797193,0.001270843,0.0008172725,0.001798231,0.000737137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715091,"about_ca_system_score_gemma":0.00135064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446757,"about_ca_topic_score_gemma":0.002449747,"domain_scores_codex":[0.9997278,0.0000220958,0.00004715466,0.0000568835,0.000066806,0.00007912419],"domain_scores_gemma":[0.9996766,0.00007759721,0.00004216023,0.00005808892,0.0000358636,0.000109727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001277851,0.0003447871,0.05163186,0.0005049155,0.00009539886,0.5817552,0.0009115019,0.001644059,0.2728703,0.00111216,0.0021772,0.08567482],"study_design_scores_gemma":[0.0001854573,0.0008741083,0.05056625,0.0001217027,0.0001842042,0.904887,0.0003551362,0.00605515,0.02953183,0.0007159121,0.006410094,0.0001131634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380636,0.003848839,0.04560808,0.001914378,0.0002303411,0.0002736336,0.0002267306,0.0005514409,0.009282906],"genre_scores_gemma":[0.9715881,0.001311923,0.02523346,0.000513374,0.0002501111,0.00009898516,0.0001998291,0.00004718003,0.0007571542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002886232,"threshold_uncertainty_score":0.009655416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278710262101419,"score_gpt":0.2709409533468474,"score_spread":0.2581538507258332,"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."}}