{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002351806,0.0001520136,0.0002788836,0.0001452413,0.001221446,0.00005055742,0.0004392584,0.00008577123,0.0002983244],"category_scores_gemma":[0.0001796,0.0001342995,0.00002085281,0.0002458926,0.00003564673,0.0002551506,0.0005293089,0.0003086918,0.0001264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033236,"about_ca_system_score_gemma":0.002093131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7288035,"about_ca_topic_score_gemma":0.9345434,"domain_scores_codex":[0.9977975,0.0008399393,0.0004410754,0.0003775633,0.0001366604,0.0004072226],"domain_scores_gemma":[0.9984362,0.0003472865,0.0001134459,0.0006995687,0.0001273833,0.0002760827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000341167,0.0003064061,0.954113,0.00006847283,0.00004095088,0.00009808414,0.0396789,0.00002408825,0.00001452848,0.001510872,0.0001744638,0.003936122],"study_design_scores_gemma":[0.007351299,0.0002098886,0.7787616,0.0005122541,0.00002799613,0.000007693529,0.1252352,0.001141996,0.00001207791,0.0002184379,0.08619526,0.000326294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94767,0.003049053,0.000008226144,0.009808072,0.00045425,0.007234226,0.0001429827,0.00004562052,0.03158754],"genre_scores_gemma":[0.9929026,0.0001549572,0.001526628,0.001010231,0.00004118278,0.001755216,0.0001092544,0.00001783015,0.002482152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20574,"threshold_uncertainty_score":0.9394495,"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."}}