{"id":"W4317038220","doi":"10.1089/thy.2022.29147.editorial","title":"The Beginning of the American Thyroid Association Centennial Year","year":2023,"lang":"en","type":"editorial","venue":"Thyroid","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Centennial; Medicine; Association (psychology); Thyroid; Internal medicine; Pathology; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004816903,0.0003186077,0.0006482154,0.00007716847,0.0003196135,0.00004769265,0.000418791,0.0002969922,0.00000801186],"category_scores_gemma":[0.002552376,0.0001792419,0.0004217843,0.0005303587,0.0002161002,0.00003333425,0.0002000744,0.0008405729,0.000180579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325298,"about_ca_system_score_gemma":0.0004238812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007006702,"about_ca_topic_score_gemma":0.0001809545,"domain_scores_codex":[0.997125,0.000140668,0.0004340347,0.0003552028,0.001431721,0.0005133754],"domain_scores_gemma":[0.996503,0.00133126,0.0009917382,0.0007696731,0.0003153058,0.00008901275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002535284,0.00008889585,0.004413348,0.00002325626,0.0004396558,0.000007299081,0.0001511982,9.416879e-7,0.0002825363,0.00003018176,0.9933977,0.0009114537],"study_design_scores_gemma":[0.002477982,0.0005879355,0.01385091,0.0001342206,0.0006189666,0.000001023126,0.0004839642,0.000009301525,0.0001198373,0.0001945084,0.9812998,0.0002215088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03015063,0.001844375,0.000003896581,0.003056384,0.9594942,0.0008590638,0.0004710842,0.0001989854,0.003921406],"genre_scores_gemma":[0.04986217,0.006084917,0.00008401094,0.0001877774,0.8867738,0.0001362565,0.0007423075,0.0003444054,0.05578431],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07272033,"threshold_uncertainty_score":0.7309271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006177620031603037,"score_gpt":0.2656885742082296,"score_spread":0.2595109541766265,"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."}}