{"id":"W6901625392","doi":"10.60692/69hw6-rn892","title":"2021 Asia Pacific Graves' Disease Consortium Survey of Clinical Practice Patterns in the Management of Graves' Disease","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Carbimazole; Antithyroid drugs; Disease; Graves' disease; Clinical Practice; Confusion; Propylthiouracil; Concomitant; Thyroid disease","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":[0.001199695,0.000161827,0.0002281869,0.00104473,0.0002978971,0.0004217339,0.0003115622,0.0003494874,0.003591295],"category_scores_gemma":[0.003138377,0.0001634717,0.0001943336,0.001857644,0.0001366093,0.0004431625,0.0006029075,0.0003418183,0.001023897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771946,"about_ca_system_score_gemma":0.000721318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210777,"about_ca_topic_score_gemma":0.01851329,"domain_scores_codex":[0.9991254,0.0002907763,0.000175022,0.0001404013,0.000161235,0.000107194],"domain_scores_gemma":[0.9970537,0.0004490994,0.00140407,0.0001022877,0.0005571895,0.0004336264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002175346,0.0000335905,0.9942036,0.00008051066,0.00001680484,0.00003705906,0.0001895429,0.00002006098,0.00008812347,0.00001671112,0.002678829,0.002613362],"study_design_scores_gemma":[0.000005296461,0.0000327804,0.9985583,0.00002337383,0.000003761141,0.00008055919,0.000306169,0.0000517169,0.00002004139,0.000006618846,0.0009093385,0.00000202599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445127,0.0004699214,0.0002085516,0.0007505893,0.00002254382,0.0002984659,0.04823876,0.00002670268,0.005471747],"genre_scores_gemma":[0.9705537,0.0005303436,0.0006995393,0.0008632697,0.00003784885,0.0008572594,0.0246858,0.000009320748,0.001762998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210777,"threshold_uncertainty_score":0.04395819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719665077375859,"score_gpt":0.3068551900735263,"score_spread":0.2496585392997677,"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."}}