{"id":"W2139099595","doi":"10.1093/ndt/gfs581","title":"Screening for depression: only one piece of the puzzle","year":2013,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; Humber River Regional Hospital; University Health Network","funders":"","keywords":"Medicine; Psychosocial; Quality of life (healthcare); Anxiety; Depression (economics); Dialysis; Distress; Kidney disease; Transplantation; Nephrology; Psychiatry; Gerontology; Clinical psychology; Internal medicine; Nursing","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":[0.006973088,0.001063124,0.00147593,0.001271325,0.003239459,0.003707892,0.002055432,0.02571671,0.003558456],"category_scores_gemma":[0.03769182,0.0006730256,0.001264136,0.0008660119,0.003192568,0.007828849,0.001752113,0.03325526,0.00357656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473649,"about_ca_system_score_gemma":0.002852716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006320908,"about_ca_topic_score_gemma":0.00821049,"domain_scores_codex":[0.9941257,0.002157256,0.001216404,0.0005961725,0.001543714,0.0003607876],"domain_scores_gemma":[0.9779601,0.01298894,0.001050384,0.0005945337,0.004943416,0.002462567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005218694,0.0001096504,0.003998598,0.0002413104,0.00003976202,0.002835548,0.0003914747,0.00008242583,0.000218402,0.001557311,0.9210548,0.06941848],"study_design_scores_gemma":[0.0002959966,0.0003857987,0.01093638,0.004392849,0.0001525333,0.0286468,0.003787044,0.001234229,0.0003828202,0.02359353,0.9259428,0.0002492632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002701324,0.003181041,0.00008828319,0.9860696,0.009827929,0.000005962961,0.00001465076,0.00001394665,0.0005285507],"genre_scores_gemma":[0.004478912,0.009304032,0.0006304065,0.9067373,0.07754321,0.00003354713,0.00003665905,0.00002019457,0.001215622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02571671,"threshold_uncertainty_score":0.03687763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053850166947205,"score_gpt":0.2540237604921397,"score_spread":0.2334852588226677,"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."}}