{"id":"W2802003611","doi":"10.3390/ijerph15050865","title":"Differentiating Medicated Patients Suffering from Major Depressive Disorder from Healthy Controls by Spot Urine Measurement of Monoamines and Steroid Hormones","year":2018,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Monoamine neurotransmitter; Major depressive disorder; Internal medicine; Dopamine; Endocrinology; Medicine; Serotonin; Urine; Hormone; Urinary system; Receptor","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":[0.0004767094,0.0003386101,0.0003750843,0.0007390361,0.0002190641,0.0005177097,0.0001816644,0.0003992788,0.0009338778],"category_scores_gemma":[0.001486752,0.000121107,0.0002435466,0.0003283832,0.0001892814,0.0001864754,0.0002500904,0.0001706544,0.0002520822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248142,"about_ca_system_score_gemma":0.0001125215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000787493,"about_ca_topic_score_gemma":0.001049673,"domain_scores_codex":[0.9996855,0.00007613187,0.00007077651,0.00007838572,0.0000597121,0.00002953833],"domain_scores_gemma":[0.9995778,0.0001110595,0.0001515446,0.00002356803,0.00007289559,0.00006303475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004778494,0.00006336563,0.9893653,0.0000453323,0.00005831585,0.0002823545,0.0001282535,0.00004012644,0.002556999,0.00001609181,0.0001641703,0.006801938],"study_design_scores_gemma":[0.00001955781,0.000290696,0.9972807,0.00001668636,0.00003754113,0.001186069,0.0001351177,0.0002854807,0.0005210051,0.00003365853,0.0001882266,0.000005186369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981654,0.0008092155,0.0003034251,0.00004397453,0.00001946241,0.00002843138,0.000214833,0.00001361584,0.0004016526],"genre_scores_gemma":[0.9989955,0.000181015,0.0003941748,0.0000453116,0.00001244987,0.00001272332,0.0002660407,0.000001205433,0.00009161457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009338778,"threshold_uncertainty_score":0.003124177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740552141874174,"score_gpt":0.3331502012462202,"score_spread":0.2757446798274785,"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."}}