{"id":"W2062782327","doi":"10.1097/tp.0b013e318253f1bc","title":"Depression Diagnoses After Living Kidney Donation","year":2012,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Depression (economics); Hazard ratio; Proportional hazards model; Kidney transplantation; Confidence interval; Demography; Donation; Transplantation; Internal medicine","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":[0.0006596932,0.0001337194,0.0002574,0.0005635032,0.000301405,0.0004033592,0.0002468379,0.0001698593,0.001330485],"category_scores_gemma":[0.002331273,0.0001012475,0.0002682088,0.0006090091,0.0001907786,0.00021144,0.0004464715,0.0004330082,0.000128364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785182,"about_ca_system_score_gemma":0.0003999359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004749843,"about_ca_topic_score_gemma":0.006707801,"domain_scores_codex":[0.9993801,0.0001609774,0.0000880568,0.0001115046,0.0001551779,0.0001041436],"domain_scores_gemma":[0.9980474,0.0002340619,0.001235451,0.00004594422,0.0001606948,0.0002764607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000535655,0.0000198859,0.9974522,0.00002424282,0.00003735451,0.00007545048,0.00004861341,0.00003006174,0.00003395735,0.00001507345,0.0001628939,0.002046637],"study_design_scores_gemma":[0.000004748142,0.00004162113,0.9993805,0.00001760257,0.00001177084,0.0002283378,0.00004732052,0.0000596875,0.00004836108,0.00002381139,0.0001340429,0.000002207548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956351,0.001074374,0.0001547454,0.000127494,0.00001658433,0.00005253076,0.001676721,0.000007215464,0.001255138],"genre_scores_gemma":[0.9986993,0.0002805669,0.00008095521,0.00004612223,0.00001297207,0.0000175869,0.0007081607,7.039973e-7,0.0001535384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004749843,"threshold_uncertainty_score":0.009444356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079181705987559,"score_gpt":0.263687672705827,"score_spread":0.2528958556459515,"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."}}