{"id":"W2973607082","doi":"10.1089/ve.2019.0154","title":"Fluorescence in Endocrine Surgery","year":2019,"lang":"en","type":"article","venue":"VideoEndocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypoparathyroidism; Autofluorescence; Parathyroid gland; Hyperparathyroidism; Indocyanine green; Angiography; Indocyanine green angiography; Surgery; Parathyroidectomy; Endocrine system; Endocrine surgery; Dissection (medical); Thyroidectomy; Thyroid; Radiology; Parathyroid hormone; Fluorescein angiography; Internal medicine; Visual acuity; Hormone; Calcium","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":[0.001380931,0.0008236913,0.0005604936,0.002041315,0.0006886153,0.001829639,0.0006673702,0.003014078,0.0375721],"category_scores_gemma":[0.002939584,0.0003029829,0.0004851984,0.001072045,0.002218795,0.001698016,0.001615017,0.003198676,0.01981418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147059,"about_ca_system_score_gemma":0.00114145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005588239,"about_ca_topic_score_gemma":0.0008400012,"domain_scores_codex":[0.9991296,0.0002393205,0.0001062124,0.0001918397,0.0002264709,0.000106572],"domain_scores_gemma":[0.9979364,0.000904355,0.0002402934,0.0002212984,0.0003867183,0.0003109485],"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":[0.000164265,0.00009996298,0.004379542,0.002134042,0.00004077019,0.007292735,0.0002893344,0.0004256674,0.004071708,0.04569571,0.2257535,0.7096528],"study_design_scores_gemma":[0.00001623686,0.0001063412,0.002819531,0.0008637124,0.00001559573,0.03516245,0.0001310402,0.0001423585,0.0006528618,0.01038735,0.9496807,0.00002185545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01061643,0.5048325,0.01414657,0.05769196,0.04304426,0.000156007,0.0006497746,0.001266556,0.367596],"genre_scores_gemma":[0.150326,0.3724272,0.02512103,0.05977545,0.09254694,0.0004249077,0.001588591,0.0005380705,0.2972518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0375721,"threshold_uncertainty_score":0.1256912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816656593998514,"score_gpt":0.2629288708354078,"score_spread":0.2447623048954227,"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."}}