{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608262,0.0001195848,0.0001136211,0.0001526217,0.00006725892,0.00001725686,0.00002774934,0.00008899637,0.0008445758],"category_scores_gemma":[0.00004022953,0.0001084759,0.00005436201,0.0001520767,0.00001982891,0.0005263816,0.00000230732,0.00009968077,0.0001962157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003763142,"about_ca_system_score_gemma":0.00003089005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001601957,"about_ca_topic_score_gemma":0.0000086767,"domain_scores_codex":[0.9991184,0.00004524067,0.0002024575,0.0001446057,0.0002828057,0.0002065066],"domain_scores_gemma":[0.9994863,0.0001066772,0.00004810479,0.0000992182,0.00005790241,0.0002017906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004137683,0.0002647325,0.9749977,0.0004587208,0.00003220904,0.00001934084,0.004914521,0.00000483414,0.01175996,0.0003373754,0.0001947961,0.006602044],"study_design_scores_gemma":[0.001011693,0.00003415678,0.9726134,0.0003385742,0.0002240851,0.0001403589,0.00004797228,0.00006685074,0.02443462,0.00001896228,0.0009420193,0.0001273342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823895,0.000295019,0.01131478,0.0004157024,0.0003589249,0.0003253041,0.00003737471,0.0001755416,0.004687862],"genre_scores_gemma":[0.9964533,0.0005726822,0.001070035,0.0009310172,0.0002414487,0.00005666202,0.000404013,0.00002283671,0.0002480031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01406381,"threshold_uncertainty_score":0.9247512,"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."}}