{"id":"W4304845651","doi":"10.1089/thy.2022.0055","title":"The Prospective Implementation of the 2015 ATA Guidelines and Modified ATA Recurrence Risk Stratification System for Treatment of Differentiated Thyroid Cancer in a Canadian Tertiary Care Referral Setting","year":2022,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Thyroid cancer; Prospective cohort study; Thyroidectomy; Referral; Relative risk; Thyroid; Surgery; Cancer; Internal medicine; Confidence interval","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":[0.002112895,0.0002773736,0.0003052893,0.0007869179,0.001267305,0.0009663721,0.001185369,0.0004547858,0.000946139],"category_scores_gemma":[0.007089037,0.0002482403,0.0003840762,0.002176371,0.0005001893,0.0003567798,0.001042724,0.0005792519,0.0001571081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159571,"about_ca_system_score_gemma":0.02580841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9052089,"about_ca_topic_score_gemma":0.9462309,"domain_scores_codex":[0.9972351,0.0003659374,0.0002041718,0.0002967004,0.001240958,0.0006571559],"domain_scores_gemma":[0.9934593,0.0003837137,0.002168372,0.0001827972,0.003025092,0.0007807696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006084597,0.00002875931,0.9959161,0.00001469358,0.00002316028,0.00002778626,0.0001284352,0.0001135197,0.00007879703,0.00001776707,0.00057766,0.003012519],"study_design_scores_gemma":[0.00001088902,0.00005873041,0.9985714,0.00001416764,0.00001497085,0.00005419655,0.0003696661,0.0003502377,0.00005336557,0.000005161934,0.0004900115,0.000007248971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959173,0.0004472317,0.0001560082,0.0003755399,0.00001957332,0.0001041088,0.001636873,0.00001378626,0.001329733],"genre_scores_gemma":[0.9976928,0.0001513371,0.0003882163,0.0001151464,0.00001209655,0.00003263647,0.001383136,0.00000307247,0.0002214242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09479111,"threshold_uncertainty_score":0.1906987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270101340720311,"score_gpt":0.3464619116815746,"score_spread":0.3137608982743715,"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."}}