{"id":"W4396859718","doi":"10.2196/59120","title":"Peer Review for “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":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adverse Event Reporting System; Adverse effect; Medicine; Food and drug administration; Thyroid; Drug; Hyperplasia; Adverse drug reaction; Internal medicine; Endocrinology; Pharmacology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01412493,0.0004971286,0.00109614,0.003038976,0.002125155,0.003198972,0.002104907,0.003325975,0.07102847],"category_scores_gemma":[0.1224071,0.0004025177,0.001808297,0.00168187,0.001076183,0.001723024,0.001809861,0.001459707,0.02841481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604369,"about_ca_system_score_gemma":0.00757528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004205727,"about_ca_topic_score_gemma":0.006406637,"domain_scores_codex":[0.9829949,0.003914601,0.003815268,0.001317586,0.006882983,0.0010748],"domain_scores_gemma":[0.7974234,0.01629933,0.01000939,0.008252477,0.1622476,0.005767867],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002358065,0.00005810544,0.007466502,0.001599622,0.0001261062,0.0008394754,0.0002111366,0.00005094938,0.0008030868,0.0008340885,0.9426779,0.04509718],"study_design_scores_gemma":[0.0004737745,0.0001605756,0.0301655,0.002897927,0.0001841876,0.001531796,0.0005817814,0.0008073731,0.001724169,0.001259749,0.9601359,0.00007729283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.06405382,0.01950036,0.01911465,0.3170258,0.3215064,0.01629526,0.04832518,0.004270774,0.1899077],"genre_scores_gemma":[0.3308395,0.01723986,0.04155255,0.09973492,0.1029459,0.007831319,0.07544602,0.003382569,0.3210273],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9858751,"threshold_uncertainty_score":0.2376139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05913804553202054,"score_gpt":0.4095084238094665,"score_spread":0.350370378277446,"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."}}