{"id":"W3016571200","doi":"10.1097/02024458-201302000-00016","title":"Diagnosis and Treatment of Depression in Patients with Substance Use Disorders","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lethargy; Psychiatry; Depression (economics); Mood; Morning; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00004070007,0.00005826377,0.0001264968,0.0001419797,0.00005191944,0.00001394166,0.00002112202,0.00002863149,0.00009679607],"category_scores_gemma":[0.00003317588,0.00003399045,0.00002567319,0.0001085952,0.00005800758,0.0002358622,0.000001027682,0.00006998913,0.0000014592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407326,"about_ca_system_score_gemma":0.00009913742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0176885,"about_ca_topic_score_gemma":0.1604204,"domain_scores_codex":[0.9995632,0.00003208849,0.0001475024,0.00005208959,0.0001155232,0.00008955531],"domain_scores_gemma":[0.9994884,0.00004953349,0.0001354945,0.00008282639,0.0001209858,0.0001227382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007330914,0.00009007828,0.9752992,0.000002251302,0.00003376692,0.000002020107,0.0003813147,0.00006208304,0.000008923696,0.000001925811,0.00009353095,0.02395162],"study_design_scores_gemma":[0.001748016,0.0004377515,0.996924,0.0001103855,0.00006039127,0.000008331231,0.0002058189,0.00002639024,0.00002237117,0.00001052651,0.0004145757,0.00003137264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998569,0.0003624596,0.0000123944,0.0007192326,0.00004089153,0.0002551126,0.000004964414,0.00000133018,0.00003459198],"genre_scores_gemma":[0.9996776,0.0001768416,0.00005286209,0.00002677037,0.00001169113,0.000008396225,0.000003376549,0.000007366186,0.00003508016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427319,"threshold_uncertainty_score":0.9888528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953713086215616,"score_gpt":0.2335560491502687,"score_spread":0.2140189182881126,"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."}}