{"id":"W3194137933","doi":"10.1177/01945998211033523","title":"Role of Thyroidectomy in Recurrent Laryngeal Carcinoma.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research","keywords":"Thyroidectomy; Laryngectomy; Radiological weapon; Total thyroidectomy; Subtotal thyroidectomy; Larynx","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003770316,0.0001390602,0.0001684172,0.0003049879,0.0002138143,0.0003313175,0.0002155793,0.0002342564,0.001579232],"category_scores_gemma":[0.002023533,0.00006966359,0.000211885,0.0003211391,0.000299879,0.0003030832,0.0001692038,0.0002519488,0.0002560638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709213,"about_ca_system_score_gemma":0.0004460406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144774,"about_ca_topic_score_gemma":0.001812221,"domain_scores_codex":[0.9998441,0.00003547647,0.00002286068,0.00002454217,0.00004858178,0.00002440503],"domain_scores_gemma":[0.9990523,0.0003420829,0.0004218729,0.00003694442,0.00006390799,0.00008285569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002683842,0.00002428089,0.9112828,0.0002640913,0.00004869564,0.006798444,0.0001347802,0.000268721,0.001232587,0.00007691991,0.0006614247,0.07893878],"study_design_scores_gemma":[0.00001368425,0.0004369869,0.9031456,0.0004415232,0.0001553218,0.08791331,0.0005285253,0.0005639719,0.001792598,0.0001925984,0.004801892,0.00001403907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260615,0.06733628,0.0004468876,0.0009586887,0.00006756678,0.00001628254,0.0003126737,0.00004566289,0.00475445],"genre_scores_gemma":[0.993042,0.006412648,0.0001471721,0.00005487299,0.00005078224,0.000002838108,0.0000968655,0.000002928256,0.0001899603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579232,"threshold_uncertainty_score":0.005283058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739257875101477,"score_gpt":0.2197681975471884,"score_spread":0.2023756187961736,"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."}}