{"id":"W4392967297","doi":"10.2196/55976","title":"Thyroid Hyperplasia and Neoplasm Adverse Events Associated With Glucagon-Like Peptide-1 Receptor Agonists in the Food and Drug Administration Adverse Event Reporting System: Retrospective Analysis","year":2024,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse effect; Adverse Event Reporting System; Medicine; Internal medicine; Preprint; Oncology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006097282,0.0003939468,0.001053422,0.005019849,0.0006313908,0.001322233,0.0005944901,0.0004629155,0.002381525],"category_scores_gemma":[0.01577611,0.000460221,0.002396262,0.006182577,0.0005340127,0.001130293,0.001121977,0.0009037705,0.0004160842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197772,"about_ca_system_score_gemma":0.001765258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974404,"about_ca_topic_score_gemma":0.003406061,"domain_scores_codex":[0.9886491,0.001709923,0.004760934,0.001764543,0.002555654,0.000559711],"domain_scores_gemma":[0.9666939,0.006799756,0.02019157,0.001770208,0.003667726,0.0008768238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003054812,0.00003830177,0.9926314,0.0005452588,0.0005175421,0.000351173,0.0001234737,0.00007861725,0.0001508534,0.00005825925,0.0007134354,0.004486225],"study_design_scores_gemma":[0.00005787762,0.0003439244,0.9881738,0.000474921,0.001543394,0.003944244,0.0006730124,0.0006363537,0.0004591244,0.0001205135,0.003522704,0.00005002856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631582,0.01986308,0.001978262,0.0002517485,0.00006801474,0.0005971371,0.01189794,0.00006492599,0.002120817],"genre_scores_gemma":[0.9883582,0.003298041,0.0008374661,0.0002511375,0.00007586883,0.0003382517,0.00658008,0.00002270526,0.0002382512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006097282,"threshold_uncertainty_score":0.03224593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009644240860508033,"score_gpt":0.2581385626380914,"score_spread":0.2484943217775833,"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."}}