{"id":"W4399884648","doi":"10.3390/curroncol31060263","title":"Impact of the COVID-19 Pandemic on Thyroid Cancer Surgery","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid cancer; Pandemic; Cancer; Thyroid; Disease; Medical diagnosis; Thyroid disease; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Surgery; Intensive care medicine; Pathology; Infectious disease (medical specialty)","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":[0.0008923405,0.0001160898,0.000134217,0.0004977104,0.0005825024,0.0007881236,0.0003118276,0.000348642,0.005193811],"category_scores_gemma":[0.006495496,0.00007955033,0.0003955739,0.0007022133,0.0003732624,0.000627423,0.001213506,0.000937784,0.0002981901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845842,"about_ca_system_score_gemma":0.003360984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05799011,"about_ca_topic_score_gemma":0.09425153,"domain_scores_codex":[0.9989752,0.0002891575,0.00007400043,0.00007215825,0.0001799527,0.0004097063],"domain_scores_gemma":[0.9959505,0.0009375304,0.001546601,0.00009468757,0.0005148356,0.0009559158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001801222,0.00009670066,0.9496807,0.0001391069,0.00006068786,0.0005404956,0.0006404053,0.001001494,0.000472129,0.001502322,0.008323786,0.03736196],"study_design_scores_gemma":[0.000008116756,0.0001005536,0.9836825,0.0002119617,0.00002753536,0.0003851147,0.003554425,0.0006732809,0.0002133259,0.0004793433,0.010645,0.00001888005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564257,0.003437287,0.0004122607,0.01869842,0.0002951912,0.00004226913,0.003302072,0.00002765334,0.01735914],"genre_scores_gemma":[0.9958295,0.001259871,0.0001921872,0.00142138,0.00009825582,0.00001133679,0.0007185712,0.000007237613,0.0004615525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05799011,"threshold_uncertainty_score":0.1153051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4183088852373988,"score_gpt":0.5815765094324981,"score_spread":0.1632676241950993,"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."}}