{"id":"W2036414489","doi":"10.1210/jc.2011-1486","title":"Depression in Primary Hyperparathyroidism: Prevalence and Benefit of Surgery","year":2011,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"Mayo Clinic","keywords":"Parathyroidectomy; Medicine; Primary hyperparathyroidism; Patient Health Questionnaire; Depression (economics); Thyroid disease; Hyperparathyroidism; Internal medicine; Thyroid; Referral; Surgery; Anxiety; Depressive symptoms; Psychiatry; Parathyroid hormone","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":[0.001026966,0.0001406235,0.001086981,0.0001698199,0.00002926328,0.000001845129,0.0001636668,0.0001073306,0.00002070562],"category_scores_gemma":[0.0004474462,0.00007910335,0.0002316579,0.0001269246,0.0003417356,0.0001087476,0.00007906892,0.0004753863,0.000005073024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006832573,"about_ca_system_score_gemma":0.0001166323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004535223,"about_ca_topic_score_gemma":0.000003545408,"domain_scores_codex":[0.9977902,0.0002398121,0.001370592,0.0001434109,0.0002092547,0.0002467776],"domain_scores_gemma":[0.9977953,0.0009381267,0.0007378831,0.0002787712,0.0001220438,0.0001279124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002553897,0.0008989198,0.9842459,0.00001960254,0.00018194,0.0001692269,0.000278108,0.000001171072,0.0006866818,0.0002137798,0.0003617948,0.010389],"study_design_scores_gemma":[0.003665901,0.0002298601,0.9913692,0.00004619952,0.0004918632,0.000826655,0.0000476417,0.000003895565,0.001326558,0.001393151,0.0005393923,0.00005962186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178208,0.08024804,0.00001344083,0.0002530088,0.0002486324,0.0001257508,0.000002260482,0.000004385498,0.001283747],"genre_scores_gemma":[0.9388932,0.06006802,0.0004612431,0.0003397762,0.0001082217,0.00000244239,6.182841e-7,0.00001000816,0.0001164475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107249,"threshold_uncertainty_score":0.3225741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042538001431653,"score_gpt":0.3590625497944394,"score_spread":0.2548087496512741,"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."}}