{"id":"W4235363428","doi":"10.1186/preaccept-8455644671045748","title":"Prevalence of voice &amp; swallowing complaints in Pre-operative thyroidectomy patients: a prospective cohort study","year":2014,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Swallowing; Prospective cohort study; Thyroidectomy; Cohort; Cohort study; Total thyroidectomy; Audiology; Surgery; Thyroid; Internal medicine","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":[0.0005166755,0.0003080436,0.0004540953,0.0009602316,0.0006204755,0.0007087407,0.0003404749,0.0006236337,0.002419453],"category_scores_gemma":[0.001675515,0.0004892187,0.0005291495,0.0008522324,0.0003789981,0.0007139222,0.0004852719,0.0006604893,0.0005229421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260731,"about_ca_system_score_gemma":0.0002919198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833811,"about_ca_topic_score_gemma":0.004126607,"domain_scores_codex":[0.9994319,0.00009568547,0.00006617959,0.0001368357,0.0001383753,0.0001310427],"domain_scores_gemma":[0.9989026,0.0001962624,0.0003744782,0.00009420906,0.0001159485,0.0003164633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005755404,0.0000504928,0.9991295,0.000003767687,0.00001669315,0.0001584635,0.00008104973,0.000005153655,0.0001729605,0.000003037431,0.0000227654,0.0002985829],"study_design_scores_gemma":[0.000005892434,0.0002682194,0.9986212,0.000002304091,0.00001420359,0.0006818715,0.0002650033,0.0000399622,0.00003313134,0.000003866509,0.00006074012,0.000003631425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997012,0.00005064595,0.0000244617,0.000007904994,0.00000241711,0.00001044264,0.00007991584,0.000001087686,0.0001218945],"genre_scores_gemma":[0.999633,0.00004818457,0.00003393478,0.00001688593,0.000006614549,0.00001348013,0.0001478283,0.000001085086,0.00009903771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003833811,"threshold_uncertainty_score":0.008093834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143406113169491,"score_gpt":0.2899998218749043,"score_spread":0.2756592105579552,"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."}}