{"id":"W2043913487","doi":"10.2310/7070.2006.0011","title":"Quality of Life in Patients Undergoing Thyroid Surgery","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Otorhinolaryngology; Thyroidectomy; Prospective cohort study; Surgery; Thyroid; Thyroid cancer; Cohort; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002848797,0.0001228908,0.0008535639,0.0002962377,0.00003346875,0.00000345017,0.000129547,0.0001087969,0.00003986889],"category_scores_gemma":[0.001068304,0.0000801279,0.0002424138,0.0002603352,0.0001242994,0.00009661887,0.00003281406,0.0003705395,0.00001110083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000700762,"about_ca_system_score_gemma":0.000409668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002064718,"about_ca_topic_score_gemma":0.00009664399,"domain_scores_codex":[0.9974033,0.0006139632,0.001302153,0.00008152446,0.0003141084,0.000285015],"domain_scores_gemma":[0.9965064,0.00208012,0.0008839088,0.0002289563,0.0002051601,0.00009546585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001646271,0.0003713012,0.9870965,0.00004649823,0.00005123338,0.00002542704,0.0001267432,0.0000546152,0.005411287,0.0001882458,0.004911109,0.0000707678],"study_design_scores_gemma":[0.001938967,0.0003106123,0.9962222,0.000058322,0.00003274355,0.00009847736,0.00007064282,0.000005668349,0.0006255268,0.0003081109,0.0002560968,0.00007263936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956596,0.002189003,0.0000644697,0.0006305489,0.0003024958,0.0001131659,0.000001844916,0.000005978366,0.001032909],"genre_scores_gemma":[0.9990208,0.0001912696,0.00006673611,0.0004329506,0.0002125538,7.132468e-7,0.000004836626,0.0000138976,0.00005630714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009125691,"threshold_uncertainty_score":0.3267521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374289692510309,"score_gpt":0.2695838682319503,"score_spread":0.2458409713068472,"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."}}