{"id":"W4415973342","doi":"10.1016/j.btre.2025.e00932","title":"The interplay of serum cations, insulin resistance, and atherogenic indices in predicting depression in hypothyroid patients","year":2025,"lang":"en","type":"article","venue":"Biotechnology Reports","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Depression (economics); Insulin; Diabetes mellitus; Blood pressure; TRACE (psycholinguistics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002850678,0.0002924853,0.0002685261,0.0005074036,0.0002517908,0.0004041408,0.0001271707,0.0002681912,0.0009460733],"category_scores_gemma":[0.0008105318,0.0001119405,0.0002545903,0.00034433,0.0001257797,0.0001552511,0.00019078,0.0002814222,0.0001307412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784666,"about_ca_system_score_gemma":0.0001454843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911296,"about_ca_topic_score_gemma":0.002973337,"domain_scores_codex":[0.9999057,0.00002271531,0.00001934804,0.00001988776,0.00001941595,0.00001298604],"domain_scores_gemma":[0.9997237,0.00005937639,0.000102806,0.000013017,0.00003938701,0.00006163313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004112085,0.00003805809,0.9952245,0.00001575545,0.00005258682,0.0000964288,0.00005044831,0.00005121325,0.0008424409,0.00001111487,0.00004781997,0.003158445],"study_design_scores_gemma":[0.00001803123,0.0002213319,0.9982159,0.000009681069,0.00006672005,0.0003356356,0.0001084796,0.0006541235,0.0002255399,0.00005054183,0.0000909431,0.00000299518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987389,0.0005763174,0.0001198664,0.00004413036,0.000005798551,0.000007635219,0.00008717769,0.000002898074,0.0004171482],"genre_scores_gemma":[0.9995987,0.000123694,0.0001181668,0.00001177895,0.000005541202,0.000003005674,0.00006089788,4.500055e-7,0.00007773144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001911296,"threshold_uncertainty_score":0.003800333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002637102272708927,"score_gpt":0.2426032277801048,"score_spread":0.2399661255073959,"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."}}