{"id":"W3138109604","doi":"10.1111/coa.13859","title":"Association of Bethesda category and molecular mutation in patients undergoing thyroidectomy","year":2021,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Thyroidectomy; Thyroid cancer; Thyroid; Thyroid nodules; Internal medicine; Papillary thyroid cancer; Retrospective cohort study; Gastroenterology; Thyroid disease; Pathology","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":[0.0003771714,0.000140027,0.0002596019,0.0006996818,0.0002540358,0.0004322646,0.0002907568,0.0004460946,0.001973077],"category_scores_gemma":[0.003200298,0.0001695586,0.0002310841,0.0006074098,0.0002363933,0.0002972471,0.000305739,0.0004086767,0.0002224229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750245,"about_ca_system_score_gemma":0.0003572787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781761,"about_ca_topic_score_gemma":0.002019405,"domain_scores_codex":[0.9995628,0.00007335938,0.0000507215,0.00008335696,0.00012795,0.0001017356],"domain_scores_gemma":[0.9978446,0.0005291,0.0009437545,0.00009634689,0.0002023243,0.0003839098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003749224,0.000007289201,0.9994654,0.000001660692,0.000006421107,0.0000564237,0.00001274355,0.00001178451,0.00008756318,0.000003662274,0.00001840925,0.0002911658],"study_design_scores_gemma":[0.000004944191,0.00008467029,0.9985177,0.000003294239,0.00001112718,0.0009776112,0.0001148598,0.0001441002,0.00004831251,0.00001464618,0.00007590013,0.000002820898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996141,0.0001003603,0.00003179777,0.00001502814,0.00000342493,0.000003620705,0.00005202091,0.0000016854,0.0001780272],"genre_scores_gemma":[0.9998355,0.00002288411,0.00002489402,0.000008153366,0.000004716898,0.000002716183,0.00006880259,7.459716e-7,0.00003161292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001973077,"threshold_uncertainty_score":0.006600559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512833121127188,"score_gpt":0.3136644621743047,"score_spread":0.2985361309630328,"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."}}