{"id":"W4308869762","doi":"10.3389/fendo.2022.1050201","title":"The metabolomics approach revealed a distinctive metabolomics pattern associated with hyperthyroidism treatment","year":2022,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Plan for Science, Technology and Innovation; King Abdulaziz City for Science and Technology","keywords":"Metabolomics; Metabolome; Euthyroid; Metabolite; Medicine; Internal medicine; Hormone; Endocrinology; Thyroid; Metabolic pathway; Bioinformatics; Physiology; Metabolism; Biology","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":[0.0003277583,0.000406219,0.000463345,0.0008784349,0.0002642031,0.0005294427,0.0001807418,0.0003229666,0.00180736],"category_scores_gemma":[0.0006303837,0.0001234198,0.0006482904,0.001149345,0.0002039902,0.0002246491,0.0004235889,0.0004473135,0.0003036304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003365412,"about_ca_system_score_gemma":0.00038113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565213,"about_ca_topic_score_gemma":0.002499874,"domain_scores_codex":[0.9997442,0.00004814496,0.00001781559,0.00008915207,0.00006179707,0.00003879263],"domain_scores_gemma":[0.9997644,0.00006189032,0.00006673382,0.00002320124,0.00005926577,0.00002451982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004609941,0.0002737523,0.2338121,0.0007024602,0.0009051086,0.001433708,0.0004687105,0.002023338,0.6498852,0.0005347084,0.001492916,0.103858],"study_design_scores_gemma":[0.00005737264,0.0008356002,0.8857048,0.00004396061,0.0006583806,0.002175313,0.0003229611,0.009956161,0.09378006,0.001402701,0.005005339,0.00005744326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973503,0.003218258,0.0167611,0.0004138865,0.00004365764,0.0001099597,0.003541862,0.0002836184,0.002124754],"genre_scores_gemma":[0.9898493,0.0008034706,0.006396519,0.0001268894,0.00001670131,0.00006908904,0.001761454,0.00003351957,0.0009429555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00180736,"threshold_uncertainty_score":0.006046236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009367872202653107,"score_gpt":0.2114305875776478,"score_spread":0.2020627153749947,"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."}}