{"id":"W1823500672","doi":"10.1556/oh.2009.28586","title":"Mood disorders in patients with chronic kidney disease: Significance, etiology and prevalence of depression","year":2009,"lang":"hu","type":"review","venue":"Orvosi Hetilap","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Etiology; Depression (economics); Medicine; Mood disorders; Kidney disease; Disease; Mood; Psychiatry; Internal medicine; Anxiety","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000220411,0.0007595456,0.001563062,0.0003014165,0.0001532601,0.00001968093,0.00045491,0.0004801007,0.001180766],"category_scores_gemma":[0.00003233862,0.0005760444,0.0001576802,0.000422004,0.0003744958,0.0001492618,0.0001156257,0.0005380006,0.00007371781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878272,"about_ca_system_score_gemma":0.0003297512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380076,"about_ca_topic_score_gemma":0.0001902073,"domain_scores_codex":[0.9958011,0.0007115325,0.001043388,0.001286192,0.0003606777,0.000797144],"domain_scores_gemma":[0.9975237,0.0001817158,0.0009154382,0.0007856173,0.00005448588,0.000539107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008604123,0.001580947,0.5142868,0.03073734,0.00007860774,0.000004886193,0.00008692345,0.000001774435,2.187644e-7,0.00006338639,0.0002906889,0.452008],"study_design_scores_gemma":[0.005467761,0.001980315,0.9134911,0.02777543,0.0007393547,0.000001757824,0.000007762053,0.000004694747,0.000001587706,0.00008183961,0.04982204,0.0006264009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05888443,0.9295616,0.000006262193,0.0001709793,0.0005615954,0.006512884,0.0008094131,0.00003272686,0.003460136],"genre_scores_gemma":[0.3792741,0.6188087,0.00002530754,0.00005159989,0.00006243764,0.0004229335,0.0004586152,0.00005141887,0.0008448394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4513816,"threshold_uncertainty_score":0.9997323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404442246596867,"score_gpt":0.3289203502795767,"score_spread":0.3148759278136081,"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."}}