{"id":"W3176428865","doi":"10.1177/2473974x211015937","title":"Treatment Choices in Managing Bethesda III and IV Thyroid Nodules: A Canadian Multi‐institutional Study","year":2021,"lang":"en","type":"article","venue":"OTO Open","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Dalhousie University; University of New Brunswick; University of Toronto; Queen Elizabeth II Health Sciences Centre; University of Ottawa","funders":"","keywords":"Medicine; Thyroid nodules; Odds ratio; Socioeconomic status; Cardiothoracic surgery; General surgery; Thyroidectomy; Nodule (geology); Thyroid cancer; Population; Family medicine; Thyroid; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001898589,0.000546156,0.0006703563,0.001531617,0.004090709,0.001883968,0.002118015,0.001082375,0.002735588],"category_scores_gemma":[0.007217407,0.0006101327,0.001194828,0.004893284,0.0009527798,0.0008467477,0.001533216,0.001642999,0.0002117323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02337003,"about_ca_system_score_gemma":0.02708743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9665841,"about_ca_topic_score_gemma":0.9772269,"domain_scores_codex":[0.997631,0.0002866467,0.0001645549,0.0003147412,0.0007513629,0.0008517013],"domain_scores_gemma":[0.9925608,0.0008860489,0.002866581,0.0002136927,0.001557768,0.001915138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006961539,0.00008024007,0.9966973,0.00002096389,0.00003643262,0.00006249806,0.0007247113,0.0000449622,0.00003103157,0.00005653676,0.0005027474,0.001673087],"study_design_scores_gemma":[0.00002274043,0.00005394563,0.9966685,0.00004990858,0.00002989437,0.0001154821,0.002052139,0.0003372607,0.00001485271,0.00003436729,0.0006015654,0.00001935986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960622,0.0005457985,0.00005340569,0.0004586539,0.000009735985,0.00006479577,0.001270933,0.000003296116,0.001531209],"genre_scores_gemma":[0.9981834,0.0004360521,0.0001311093,0.000172216,0.000009406193,0.00002642205,0.0007494549,0.000003449088,0.0002884282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9665841,"threshold_uncertainty_score":0.1695622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262148251345628,"score_gpt":0.4584818077590808,"score_spread":0.1963335564134527,"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."}}